New infospace lefevre-reminiscences-of-a-stock-operator

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```yaml
artifact_id: entity/entity-title-bryan-panic-of-96.md
evaluator: trading-literature
evaluated_at: 2023-10-03
scores:
groundedness: 4
lesson_clarity: 3
historical_context: 5
overgeneralization_risk: 4
```
## Review Notes
- **Groundedness (4)**: While the definition provides a historical context, there is some imprecision in the use of "manipulation" without specific examples.
- **Lesson Clarity (3)**: The lesson conveyed regarding the impact on traders could be clearer; it lacks a structured takeaway for future application.
- **Historical Context (5)**: The event is accurately placed in the 1890s financial landscape.
- **Overgeneralization Risk (4)**: The term "bucket shops" may imply broader applicability, but the scope remains mostly focused on the specific event.

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```yaml
artifact_id: entity/entity-title-bucket-shop-drive.md
evaluator: Trading Literature Evaluator
evaluated_at: 2023-10-10
scores:
groundedness: 4
lesson_clarity: 5
historical_context: 3
overgeneralization_risk: 4
```
## Review Notes
- **Groundedness (4)**: The definition closely aligns with classic concepts but lacks citation of specific historical examples or sources.
- **Historical Context (3)**: The term "bucket shop" is rooted in early 20th-century trading practices, yet the definition does not specify a historical timeframe or context, which would enhance understanding.
- **Overgeneralization Risk (4)**: The definition appears specific to certain manipulative practices but could be misinterpreted without clarity on market scope or typical operators involved.

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```yaml
artifact_id: entity/entity-title-bucket-shop.md
evaluator: Trading Literature Evaluator
evaluated_at: 2023-10-01
scores:
groundedness: 5
lesson_clarity: 4
historical_context: 3
overgeneralization_risk: 4
```
## Review Notes
- **Historical Context:** The definition does not specify the typical timeframe or setting for bucket shops, which were most prominent in the early 20th century. This lack of historical specificity impacted the score.
- **Lesson Clarity:** While the definition is clear, it could be made crisper to enhance reusability in later chapters.

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```yaml
artifact_id: entity/entity-title-bull-tips.md
evaluator: Trading Literature Review
evaluated_at: 2023-10-01
scores:
groundedness: 4
lesson_clarity: 5
historical_context: 4
overgeneralization_risk: 3
```
## Review Notes
- The definition of "Bull Tips" is clear and concise but relies on the vague term "discussed scenario" without specifying the context, which slightly lowers the score for groundedness.
- Historical context is well-preserved, but the term "Bull Tips" may need a clearer period reference to avoid confusion with modern trading practices.
- The potential for overgeneralization is present as the term could apply to various markets, although it remains somewhat restricted within the definition.

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```yaml
artifact_id: entity/entity-title-cosmopolitan.md
evaluator: Trading Literature Evaluator
evaluated_at: 2023-10-06
scores:
groundedness: 4
lesson_clarity: 3
historical_context: 4
overgeneralization_risk: 2
```
## Review Notes
- **Lesson Clarity**: The definition lacks crispness; it could be clearer in stating what the lesson regarding bucket shops is.
- **Overgeneralization Risk**: The phrase "engaged in manipulative practices" is vague and might suggest the behavior applies universally rather than being specific to the Cosmopolitan's context.

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```yaml
artifact_id: entity/entity-title-dollar-manipulation.md
evaluator: Trading Literature Analyzer
evaluated_at: 2023-10-05
scores:
- groundedness: 4
- lesson_clarity: 5
- historical_context: 3
- overgeneralization_risk: 3
```
## Review Notes
- Groundedness score is lower due to adventurous interpretation of the 'average investors'; more specific terms used in the source could enhance clarity.
- Historical context suffers from a lack of specificity regarding the exact time period that would anchor the practice accurately in historical terms.
- Overgeneralization risk is present; while the entity articulates a common error, it could imply that manipulation applies universally to all trading environments.

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```yaml
artifact_id: entity/entity-title-market-drive.md
evaluator: Trading Literature Analyst
evaluated_at: 2023-10-06
scores:
groundedness: 4
lesson_clarity: 3
historical_context: 4
overgeneralization_risk: 2
```
## Review Notes
- The phrase "artificially inflate or deflate stock prices" risks overgeneralization, as it implies applicability beyond the specific historical context of bucket shops.
- "Tactic employed to artificially inflate or deflate" lacks crisply stated operator-level lessons for practical reuse.
- Use of terminology like "manipulate stock prices" could be considered modern and not indicative of the specific practices in the historical context discussed.

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```markdown
---
artifact_id: entity/entity-title-market-factor.md
evaluator: [Your Name]
evaluated_at: 2023-10-01
scores:
groundedness: 5
lesson_clarity: 4
historical_context: 3
overgeneralization_risk: 2
---
# Review Notes
- **Historical Context**: The definition lacks specificity regarding the time frame and trading venue that was referenced in the source. A more precise context would improve this score.
- **Overgeneralization Risk**: The term "market factor" could suggest applicability across different markets and eras, which may not align with the original source's intent. More specific language could reduce this risk.
```

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```yaml
artifact_id: entity/entity-title-new-york-stock-exchange.md
evaluator: trading-literature
evaluated_at: 2023-10-01
scores:
groundedness: 5
lesson_clarity: 4
historical_context: 5
overgeneralization_risk: 3
```
## Review Notes
- The definition is clear but could elaborate on the specific historical context of market manipulation related to the NYSE.
- There may be a slight risk of overgeneralization if not properly framed, as the reference to "trading activities" could imply broader applicability beyond the NYSE.

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```yaml
artifact_id: entity/entity-title-short-position.md
evaluator: Trading-Literature Evaluator
evaluated_at: 2023-10-10
scores:
- groundedness: 5
- lesson_clarity: 4
- historical_context: 3
- overgeneralization_risk: 4
```
## Review Notes
- The definition is clear but lacks a specific historical context which may lead to some ambiguity regarding the era and trading practices referenced. This affects the `historical_context` score.
- Although the lesson is stated crisply, it could be made more reusable for future chapters, slightly impacting the `lesson_clarity` score.

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```markdown
---
artifact_id: entity/entity-title-sugar-commodity.md
evaluator: Trading Literature Evaluator
evaluated_at: 2023-10-06
scores:
- groundedness: 4
- lesson_clarity: 3
- historical_context: 4
- overgeneralization_risk: 2
---
# Review Notes
- **Lesson Clarity**: The definition lacks a crisp lesson that can be reused easily; it blends an example with the definition.
- **Overgeneralization Risk**: The phrase "specific commodity" may imply broader applicability, potentially risking vagueness regarding the commodity's context or usage.
```

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```yaml
artifact_id: entity/entity-title-sugar.md
evaluator: trading-literature
evaluated_at: 2023-10-04
scores:
groundedness: 5
lesson_clarity: 3
historical_context: 4
overgeneralization_risk: 4
```
## Review Notes
- The definition of "Sugar" is somewhat vague and could be clearer as it pertains to its role within the trading strategies. The score reflects this lack of specific clarity.
- While the historical context of the bucket shop scheme is present, it could be strengthened by explicitly mentioning the time period in which these schemes were prevalent.
- Overall, the content is mostly anchored to the source and does not generalize beyond its scope.

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```yaml
artifact_id: entity/entity-title-western-union-stock.md
evaluator: Trading Literature Evaluator
evaluated_at: 2023-10-01
scores:
groundedness: 4
lesson_clarity: 3
historical_context: 3
overgeneralization_risk: 4
```
## Review Notes
- The mention of "speculative trading schemes" in the definition may distance it slightly from being strictly grounded, as it implies a modern interpretation of trading practices without providing historical context. This affects both `historical_context` and `lesson_clarity` scores.

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```yaml
artifact_id: entity/entity-title-western-union.md
evaluator: Trading Literature Evaluator
evaluated_at: 2023-10-02
scores:
groundedness: 5
lesson_clarity: 4
historical_context: 3
overgeneralization_risk: 2
```
## Review Notes
- The definition is quite clear, but the term "manipulative trades" may overgeneralize the application of strategies to all traders without context regarding legality or ethics.
- The historical context score is lowered due to a lack of specific temporal and domain constraints, which makes it somewhat vague regarding the era of trading conditions.

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kind: entity
title: 'Entity Title: Bucket Shop'
path: artifacts/entities/entity-title-bucket-shop.md
slug: entity-title-bucket-shop
content: "# Entity Title: Bucket Shop \n## Definition \nA type of brokerage that\
\ allows customers to place bets on the price movements of stocks without actually\
\ owning them, often engaging in manipulative practices to profit at the expense\
\ of the bettors. \n## Category \nmarket \n## Context \nThe practice of manipulating\
\ stock prices to wipe out long positions of customers. \n## Source Evidence\
\ \n\"whenever a bucket shop found itself loaded with too many bulls on a certain\
\ stock it was a common practice to get some broker to wash down the price of\
\ that particular stock far enough to wipe out all the customers that were long\
\ of it.\" \n\n---\n"
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artifact_id: entity/entity-title-sugar.md
kind: entity
title: 'Entity Title: Sugar'
path: artifacts/entities/entity-title-sugar.md
slug: entity-title-sugar
content: "# Entity Title: Sugar \n## Definition \nA specific stock that traders\
\ engage with, which is central to the narratives involving trading strategies\
\ and market manipulation. \n## Category \ninstrument \n## Context \nSugar\
\ is referenced in the context of a market manipulation scheme executed by bucket\
\ shops. \n## Source Evidence \n\"Henry Williams and I together were short six\
\ thousand shares of Sugar.\" \n\n---\n"
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kind: entity
title: 'Entity Title: Cosmopolitan'
path: artifacts/entities/entity-title-cosmopolitan.md
slug: entity-title-cosmopolitan
content: "# Entity Title: Cosmopolitan \n## Definition \nA particular bucket shop\
\ involved in market manipulation strategies to profit off the misfortunes of\
\ its clients. \n## Category \ninstitution \n## Context \nThe Cosmopolitan\
\ employed market manipulation tactics that contributed to the losses of certain\
\ traders. \n## Source Evidence \n\"That was what the Cosmopolitan did to get\
\ me and Henry Williams and the other Sugar shorts.\" \n\n---\n"
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kind: entity
title: 'Entity Title: Market Drive'
path: artifacts/entities/entity-title-market-drive.md
slug: entity-title-market-drive
content: "# Entity Title: Market Drive \n## Definition \nA tactic employed to\
\ artificially inflate or deflate stock prices in a way that leads to trader losses\
\ and profits for others. \n## Category \nstrategy \n## Context \nRefers to\
\ the strategy used by operators to manipulate stock prices causing losses for\
\ long holders. \n## Source Evidence \n\"whenever there was an unexplained sharp\
\ drop which was followed by instant recovery, the newspapers in those days used\
\ to call it a bucket-shop drive.\" \n\n---\n"
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kind: entity
title: 'Entity Title: Dollar Manipulation'
path: artifacts/entities/entity-title-dollar-manipulation.md
slug: entity-title-dollar-manipulation
content: "# Entity Title: Dollar Manipulation \n## Definition \nThe practice of\
\ manipulating stock prices to extract profits from the market, often at the expense\
\ of average investors. \n## Category \nerror \n## Context \nIt underscores\
\ the dangers of participating in manipulative market practices without adequate\
\ knowledge. \n## Source Evidence \n\"Their brokers in New York ran up the price\
\ to 108. Of course it fell right back, but Henry and a lot of others were wiped\
\ out.\" \n\n---\n"
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artifact_id: entity/entity-title-new-york-stock-exchange.md
kind: entity
title: 'Entity Title: New York Stock Exchange'
path: artifacts/entities/entity-title-new-york-stock-exchange.md
slug: entity-title-new-york-stock-exchange
content: "# Entity Title: New York Stock Exchange \n## Definition \nA premier\
\ stock exchange in the United States where stocks are bought and sold, often\
\ used as a backdrop for trading strategies and manipulations. \n## Category\
\ \nmarket \n## Context \nThe trading activities of the Cosmopolitan and other\
\ manipulators influence prices on this exchange. \n## Source Evidence \n\"\
They made thousands of dollars... to thimblerig the market on the New York Stock\
\ Exchange and wipe us out.\" \n\n---\n"
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artifact_id: entity/entity-title-western-union.md
kind: entity
title: 'Entity Title: Western Union'
path: artifacts/entities/entity-title-western-union.md
slug: entity-title-western-union
content: "# Entity Title: Western Union \n## Definition \nA specific stock favored\
\ for trading due to its liquidity and ease of price manipulation. \n## Category\
\ \ninstrument \n## Context \nReferencing a stock used strategically to execute\
\ manipulative trades benefiting the instigator. \n## Source Evidence \n\"One\
\ of his favorite stocks was Western Union, because it was so easy to move a semiactive\
\ stock like that a few points up or down.\"\n"
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upstream_inference_prompt_cost: 6.705e-05
upstream_inference_completions_cost: 0.00012
completion_tokens_details:
reasoning_tokens: 0
image_tokens: 0
audio_tokens: 0
retry_count: 0
duration_seconds: 5.621
- stage_id: evaluate-entity
kind: assisted
status: completed
input_artifact_id: entity/entity-title-dollar-manipulation.md
output_artifact_id: generated/evaluation-entity-title-dollar-manipulation.md
provider: openrouter
metadata:
model: openai/gpt-4o-mini
request_id: gen-1779144775-ViGFYJom73LDw5YHCwu6
usage:
prompt_tokens: 446
completion_tokens: 218
total_tokens: 664
cost: 0.0001977
is_byok: false
prompt_tokens_details:
cached_tokens: 0
cache_write_tokens: 0
audio_tokens: 0
video_tokens: 0
cost_details:
upstream_inference_cost: 0.0001977
upstream_inference_prompt_cost: 6.69e-05
upstream_inference_completions_cost: 0.0001308
completion_tokens_details:
reasoning_tokens: 0
image_tokens: 0
audio_tokens: 0
retry_count: 0
duration_seconds: 4.039
- stage_id: evaluate-entity
kind: assisted
status: completed
input_artifact_id: entity/entity-title-new-york-stock-exchange.md
output_artifact_id: generated/evaluation-entity-title-new-york-stock-exchange.md
provider: openrouter
metadata:
model: openai/gpt-4o-mini
request_id: gen-1779144780-vyDzUBQfmtnJvNOKHxdC
usage:
prompt_tokens: 450
completion_tokens: 232
total_tokens: 682
cost: 0.0002067
is_byok: false
prompt_tokens_details:
cached_tokens: 0
cache_write_tokens: 0
audio_tokens: 0
video_tokens: 0
cost_details:
upstream_inference_cost: 0.0002067
upstream_inference_prompt_cost: 6.75e-05
upstream_inference_completions_cost: 0.0001392
completion_tokens_details:
reasoning_tokens: 0
image_tokens: 0
audio_tokens: 0
retry_count: 0
duration_seconds: 4.628
- stage_id: evaluate-entity
kind: assisted
status: completed
input_artifact_id: entity/entity-title-western-union.md
output_artifact_id: generated/evaluation-entity-title-western-union.md
provider: openrouter
metadata:
model: openai/gpt-4o-mini
request_id: gen-1779144786-Yzt9LTYwAqYqcwflBeWW
usage:
prompt_tokens: 438
completion_tokens: 146
total_tokens: 584
cost: 0.0001533
is_byok: false
prompt_tokens_details:
cached_tokens: 0
cache_write_tokens: 0
audio_tokens: 0
video_tokens: 0
cost_details:
upstream_inference_cost: 0.0001533
upstream_inference_prompt_cost: 6.57e-05
upstream_inference_completions_cost: 8.76e-05
completion_tokens_details:
reasoning_tokens: 0
image_tokens: 0
audio_tokens: 0
retry_count: 0
duration_seconds: 3.078
outputs:
- stage_id: evaluate-entity
artifact_id: generated/evaluation-entity-title-bucket-shop.md
path: output/evaluations/entity-title-bucket-shop.md
kind: generated
title: 'Entity Title: Bucket Shop Evaluation'
input_artifact_id: entity/entity-title-bucket-shop.md
written: true
- stage_id: evaluate-entity
artifact_id: generated/evaluation-entity-title-sugar.md
path: output/evaluations/entity-title-sugar.md
kind: generated
title: 'Entity Title: Sugar Evaluation'
input_artifact_id: entity/entity-title-sugar.md
written: true
- stage_id: evaluate-entity
artifact_id: generated/evaluation-entity-title-cosmopolitan.md
path: output/evaluations/entity-title-cosmopolitan.md
kind: generated
title: 'Entity Title: Cosmopolitan Evaluation'
input_artifact_id: entity/entity-title-cosmopolitan.md
written: true
- stage_id: evaluate-entity
artifact_id: generated/evaluation-entity-title-market-drive.md
path: output/evaluations/entity-title-market-drive.md
kind: generated
title: 'Entity Title: Market Drive Evaluation'
input_artifact_id: entity/entity-title-market-drive.md
written: true
- stage_id: evaluate-entity
artifact_id: generated/evaluation-entity-title-dollar-manipulation.md
path: output/evaluations/entity-title-dollar-manipulation.md
kind: generated
title: 'Entity Title: Dollar Manipulation Evaluation'
input_artifact_id: entity/entity-title-dollar-manipulation.md
written: true
- stage_id: evaluate-entity
artifact_id: generated/evaluation-entity-title-new-york-stock-exchange.md
path: output/evaluations/entity-title-new-york-stock-exchange.md
kind: generated
title: 'Entity Title: New York Stock Exchange Evaluation'
input_artifact_id: entity/entity-title-new-york-stock-exchange.md
written: true
- stage_id: evaluate-entity
artifact_id: generated/evaluation-entity-title-western-union.md
path: output/evaluations/entity-title-western-union.md
kind: generated
title: 'Entity Title: Western Union Evaluation'
input_artifact_id: entity/entity-title-western-union.md
written: true
assisted_requests:
- stage_id: evaluate-entity
workflow_id: generic-source-evaluations
input_artifact_id: entity/entity-title-bucket-shop.md
prompt: "# Evaluate Trading-Literature Entity\n\nProfile: trading-literature\n\n\
Evaluate the generated entity as Markdown with YAML frontmatter. Include\n`artifact_id`,\
\ `evaluator`, `evaluated_at`, and a `scores` list. Score\neach criterion on a\
\ 0 to 5 scale where 5 is best.\n\nRequired score names:\n\n- `groundedness` \u2014\
\ does the entity stay anchored to the source chunk,\n with no invented dates,\
\ dollar figures, or quotes?\n- `lesson_clarity` \u2014 for `strategy`, `error`,\
\ `psychological_pattern`,\n and `evidence_bearing_claim` entities, is the operator-level\
\ lesson\n stated crisply enough to be reused in later chapters? For purely\n\
\ factual entities (trader, market, institution, instrument), score\n this on\
\ the clarity of the definition.\n- `historical_context` \u2014 is the entity\
\ placed correctly in the era and\n venue of the source (e.g. early-1900s American\
\ equities) without\n importing modern terminology or instruments?\n- `overgeneralization_risk`\
\ \u2014 is the entity scoped narrowly enough to\n resist becoming a vague universal\
\ claim? Higher score means lower\n risk. Flag entities that quietly claim to\
\ apply to all markets or\n all operators when the source restricts the claim.\n\
\nAdd a short `## Review Notes` section listing any specific lines from\nthe entity\
\ body that drove a low score on any criterion.\n\nEntity artifact: entity/entity-title-bucket-shop.md\n\
Entity title: Entity Title: Bucket Shop\n\n## Entity\n\n# Entity Title: Bucket\
\ Shop \n## Definition \nA type of brokerage that allows customers to place\
\ bets on the price movements of stocks without actually owning them, often engaging\
\ in manipulative practices to profit at the expense of the bettors. \n## Category\
\ \nmarket \n## Context \nThe practice of manipulating stock prices to wipe\
\ out long positions of customers. \n## Source Evidence \n\"whenever a bucket\
\ shop found itself loaded with too many bulls on a certain stock it was a common\
\ practice to get some broker to wash down the price of that particular stock\
\ far enough to wipe out all the customers that were long of it.\" \n\n---\n\n"
provider_hint: openrouter
metadata:
output:
path: output/evaluations/{{ input.slug }}.md
kind: generated
artifact_id: generated/evaluation-{{ input.slug }}.md
title: '{{ input.title }} Evaluation'
- stage_id: evaluate-entity
workflow_id: generic-source-evaluations
input_artifact_id: entity/entity-title-sugar.md
prompt: "# Evaluate Trading-Literature Entity\n\nProfile: trading-literature\n\n\
Evaluate the generated entity as Markdown with YAML frontmatter. Include\n`artifact_id`,\
\ `evaluator`, `evaluated_at`, and a `scores` list. Score\neach criterion on a\
\ 0 to 5 scale where 5 is best.\n\nRequired score names:\n\n- `groundedness` \u2014\
\ does the entity stay anchored to the source chunk,\n with no invented dates,\
\ dollar figures, or quotes?\n- `lesson_clarity` \u2014 for `strategy`, `error`,\
\ `psychological_pattern`,\n and `evidence_bearing_claim` entities, is the operator-level\
\ lesson\n stated crisply enough to be reused in later chapters? For purely\n\
\ factual entities (trader, market, institution, instrument), score\n this on\
\ the clarity of the definition.\n- `historical_context` \u2014 is the entity\
\ placed correctly in the era and\n venue of the source (e.g. early-1900s American\
\ equities) without\n importing modern terminology or instruments?\n- `overgeneralization_risk`\
\ \u2014 is the entity scoped narrowly enough to\n resist becoming a vague universal\
\ claim? Higher score means lower\n risk. Flag entities that quietly claim to\
\ apply to all markets or\n all operators when the source restricts the claim.\n\
\nAdd a short `## Review Notes` section listing any specific lines from\nthe entity\
\ body that drove a low score on any criterion.\n\nEntity artifact: entity/entity-title-sugar.md\n\
Entity title: Entity Title: Sugar\n\n## Entity\n\n# Entity Title: Sugar \n##\
\ Definition \nA specific stock that traders engage with, which is central to\
\ the narratives involving trading strategies and market manipulation. \n## Category\
\ \ninstrument \n## Context \nSugar is referenced in the context of a market\
\ manipulation scheme executed by bucket shops. \n## Source Evidence \n\"Henry\
\ Williams and I together were short six thousand shares of Sugar.\" \n\n---\n\
\n"
provider_hint: openrouter
metadata:
output:
path: output/evaluations/{{ input.slug }}.md
kind: generated
artifact_id: generated/evaluation-{{ input.slug }}.md
title: '{{ input.title }} Evaluation'
- stage_id: evaluate-entity
workflow_id: generic-source-evaluations
input_artifact_id: entity/entity-title-cosmopolitan.md
prompt: "# Evaluate Trading-Literature Entity\n\nProfile: trading-literature\n\n\
Evaluate the generated entity as Markdown with YAML frontmatter. Include\n`artifact_id`,\
\ `evaluator`, `evaluated_at`, and a `scores` list. Score\neach criterion on a\
\ 0 to 5 scale where 5 is best.\n\nRequired score names:\n\n- `groundedness` \u2014\
\ does the entity stay anchored to the source chunk,\n with no invented dates,\
\ dollar figures, or quotes?\n- `lesson_clarity` \u2014 for `strategy`, `error`,\
\ `psychological_pattern`,\n and `evidence_bearing_claim` entities, is the operator-level\
\ lesson\n stated crisply enough to be reused in later chapters? For purely\n\
\ factual entities (trader, market, institution, instrument), score\n this on\
\ the clarity of the definition.\n- `historical_context` \u2014 is the entity\
\ placed correctly in the era and\n venue of the source (e.g. early-1900s American\
\ equities) without\n importing modern terminology or instruments?\n- `overgeneralization_risk`\
\ \u2014 is the entity scoped narrowly enough to\n resist becoming a vague universal\
\ claim? Higher score means lower\n risk. Flag entities that quietly claim to\
\ apply to all markets or\n all operators when the source restricts the claim.\n\
\nAdd a short `## Review Notes` section listing any specific lines from\nthe entity\
\ body that drove a low score on any criterion.\n\nEntity artifact: entity/entity-title-cosmopolitan.md\n\
Entity title: Entity Title: Cosmopolitan\n\n## Entity\n\n# Entity Title: Cosmopolitan\
\ \n## Definition \nA particular bucket shop involved in market manipulation\
\ strategies to profit off the misfortunes of its clients. \n## Category \n\
institution \n## Context \nThe Cosmopolitan employed market manipulation tactics\
\ that contributed to the losses of certain traders. \n## Source Evidence \n\
\"That was what the Cosmopolitan did to get me and Henry Williams and the other\
\ Sugar shorts.\" \n\n---\n\n"
provider_hint: openrouter
metadata:
output:
path: output/evaluations/{{ input.slug }}.md
kind: generated
artifact_id: generated/evaluation-{{ input.slug }}.md
title: '{{ input.title }} Evaluation'
- stage_id: evaluate-entity
workflow_id: generic-source-evaluations
input_artifact_id: entity/entity-title-market-drive.md
prompt: "# Evaluate Trading-Literature Entity\n\nProfile: trading-literature\n\n\
Evaluate the generated entity as Markdown with YAML frontmatter. Include\n`artifact_id`,\
\ `evaluator`, `evaluated_at`, and a `scores` list. Score\neach criterion on a\
\ 0 to 5 scale where 5 is best.\n\nRequired score names:\n\n- `groundedness` \u2014\
\ does the entity stay anchored to the source chunk,\n with no invented dates,\
\ dollar figures, or quotes?\n- `lesson_clarity` \u2014 for `strategy`, `error`,\
\ `psychological_pattern`,\n and `evidence_bearing_claim` entities, is the operator-level\
\ lesson\n stated crisply enough to be reused in later chapters? For purely\n\
\ factual entities (trader, market, institution, instrument), score\n this on\
\ the clarity of the definition.\n- `historical_context` \u2014 is the entity\
\ placed correctly in the era and\n venue of the source (e.g. early-1900s American\
\ equities) without\n importing modern terminology or instruments?\n- `overgeneralization_risk`\
\ \u2014 is the entity scoped narrowly enough to\n resist becoming a vague universal\
\ claim? Higher score means lower\n risk. Flag entities that quietly claim to\
\ apply to all markets or\n all operators when the source restricts the claim.\n\
\nAdd a short `## Review Notes` section listing any specific lines from\nthe entity\
\ body that drove a low score on any criterion.\n\nEntity artifact: entity/entity-title-market-drive.md\n\
Entity title: Entity Title: Market Drive\n\n## Entity\n\n# Entity Title: Market\
\ Drive \n## Definition \nA tactic employed to artificially inflate or deflate\
\ stock prices in a way that leads to trader losses and profits for others. \n\
## Category \nstrategy \n## Context \nRefers to the strategy used by operators\
\ to manipulate stock prices causing losses for long holders. \n## Source Evidence\
\ \n\"whenever there was an unexplained sharp drop which was followed by instant\
\ recovery, the newspapers in those days used to call it a bucket-shop drive.\"\
\ \n\n---\n\n"
provider_hint: openrouter
metadata:
output:
path: output/evaluations/{{ input.slug }}.md
kind: generated
artifact_id: generated/evaluation-{{ input.slug }}.md
title: '{{ input.title }} Evaluation'
- stage_id: evaluate-entity
workflow_id: generic-source-evaluations
input_artifact_id: entity/entity-title-dollar-manipulation.md
prompt: "# Evaluate Trading-Literature Entity\n\nProfile: trading-literature\n\n\
Evaluate the generated entity as Markdown with YAML frontmatter. Include\n`artifact_id`,\
\ `evaluator`, `evaluated_at`, and a `scores` list. Score\neach criterion on a\
\ 0 to 5 scale where 5 is best.\n\nRequired score names:\n\n- `groundedness` \u2014\
\ does the entity stay anchored to the source chunk,\n with no invented dates,\
\ dollar figures, or quotes?\n- `lesson_clarity` \u2014 for `strategy`, `error`,\
\ `psychological_pattern`,\n and `evidence_bearing_claim` entities, is the operator-level\
\ lesson\n stated crisply enough to be reused in later chapters? For purely\n\
\ factual entities (trader, market, institution, instrument), score\n this on\
\ the clarity of the definition.\n- `historical_context` \u2014 is the entity\
\ placed correctly in the era and\n venue of the source (e.g. early-1900s American\
\ equities) without\n importing modern terminology or instruments?\n- `overgeneralization_risk`\
\ \u2014 is the entity scoped narrowly enough to\n resist becoming a vague universal\
\ claim? Higher score means lower\n risk. Flag entities that quietly claim to\
\ apply to all markets or\n all operators when the source restricts the claim.\n\
\nAdd a short `## Review Notes` section listing any specific lines from\nthe entity\
\ body that drove a low score on any criterion.\n\nEntity artifact: entity/entity-title-dollar-manipulation.md\n\
Entity title: Entity Title: Dollar Manipulation\n\n## Entity\n\n# Entity Title:\
\ Dollar Manipulation \n## Definition \nThe practice of manipulating stock prices\
\ to extract profits from the market, often at the expense of average investors.\
\ \n## Category \nerror \n## Context \nIt underscores the dangers of participating\
\ in manipulative market practices without adequate knowledge. \n## Source Evidence\
\ \n\"Their brokers in New York ran up the price to 108. Of course it fell right\
\ back, but Henry and a lot of others were wiped out.\" \n\n---\n\n"
provider_hint: openrouter
metadata:
output:
path: output/evaluations/{{ input.slug }}.md
kind: generated
artifact_id: generated/evaluation-{{ input.slug }}.md
title: '{{ input.title }} Evaluation'
- stage_id: evaluate-entity
workflow_id: generic-source-evaluations
input_artifact_id: entity/entity-title-new-york-stock-exchange.md
prompt: "# Evaluate Trading-Literature Entity\n\nProfile: trading-literature\n\n\
Evaluate the generated entity as Markdown with YAML frontmatter. Include\n`artifact_id`,\
\ `evaluator`, `evaluated_at`, and a `scores` list. Score\neach criterion on a\
\ 0 to 5 scale where 5 is best.\n\nRequired score names:\n\n- `groundedness` \u2014\
\ does the entity stay anchored to the source chunk,\n with no invented dates,\
\ dollar figures, or quotes?\n- `lesson_clarity` \u2014 for `strategy`, `error`,\
\ `psychological_pattern`,\n and `evidence_bearing_claim` entities, is the operator-level\
\ lesson\n stated crisply enough to be reused in later chapters? For purely\n\
\ factual entities (trader, market, institution, instrument), score\n this on\
\ the clarity of the definition.\n- `historical_context` \u2014 is the entity\
\ placed correctly in the era and\n venue of the source (e.g. early-1900s American\
\ equities) without\n importing modern terminology or instruments?\n- `overgeneralization_risk`\
\ \u2014 is the entity scoped narrowly enough to\n resist becoming a vague universal\
\ claim? Higher score means lower\n risk. Flag entities that quietly claim to\
\ apply to all markets or\n all operators when the source restricts the claim.\n\
\nAdd a short `## Review Notes` section listing any specific lines from\nthe entity\
\ body that drove a low score on any criterion.\n\nEntity artifact: entity/entity-title-new-york-stock-exchange.md\n\
Entity title: Entity Title: New York Stock Exchange\n\n## Entity\n\n# Entity Title:\
\ New York Stock Exchange \n## Definition \nA premier stock exchange in the\
\ United States where stocks are bought and sold, often used as a backdrop for\
\ trading strategies and manipulations. \n## Category \nmarket \n## Context\
\ \nThe trading activities of the Cosmopolitan and other manipulators influence\
\ prices on this exchange. \n## Source Evidence \n\"They made thousands of dollars...\
\ to thimblerig the market on the New York Stock Exchange and wipe us out.\" \
\ \n\n---\n\n"
provider_hint: openrouter
metadata:
output:
path: output/evaluations/{{ input.slug }}.md
kind: generated
artifact_id: generated/evaluation-{{ input.slug }}.md
title: '{{ input.title }} Evaluation'
- stage_id: evaluate-entity
workflow_id: generic-source-evaluations
input_artifact_id: entity/entity-title-western-union.md
prompt: "# Evaluate Trading-Literature Entity\n\nProfile: trading-literature\n\n\
Evaluate the generated entity as Markdown with YAML frontmatter. Include\n`artifact_id`,\
\ `evaluator`, `evaluated_at`, and a `scores` list. Score\neach criterion on a\
\ 0 to 5 scale where 5 is best.\n\nRequired score names:\n\n- `groundedness` \u2014\
\ does the entity stay anchored to the source chunk,\n with no invented dates,\
\ dollar figures, or quotes?\n- `lesson_clarity` \u2014 for `strategy`, `error`,\
\ `psychological_pattern`,\n and `evidence_bearing_claim` entities, is the operator-level\
\ lesson\n stated crisply enough to be reused in later chapters? For purely\n\
\ factual entities (trader, market, institution, instrument), score\n this on\
\ the clarity of the definition.\n- `historical_context` \u2014 is the entity\
\ placed correctly in the era and\n venue of the source (e.g. early-1900s American\
\ equities) without\n importing modern terminology or instruments?\n- `overgeneralization_risk`\
\ \u2014 is the entity scoped narrowly enough to\n resist becoming a vague universal\
\ claim? Higher score means lower\n risk. Flag entities that quietly claim to\
\ apply to all markets or\n all operators when the source restricts the claim.\n\
\nAdd a short `## Review Notes` section listing any specific lines from\nthe entity\
\ body that drove a low score on any criterion.\n\nEntity artifact: entity/entity-title-western-union.md\n\
Entity title: Entity Title: Western Union\n\n## Entity\n\n# Entity Title: Western\
\ Union \n## Definition \nA specific stock favored for trading due to its liquidity\
\ and ease of price manipulation. \n## Category \ninstrument \n## Context \
\ \nReferencing a stock used strategically to execute manipulative trades benefiting\
\ the instigator. \n## Source Evidence \n\"One of his favorite stocks was Western\
\ Union, because it was so easy to move a semiactive stock like that a few points\
\ up or down.\"\n\n"
provider_hint: openrouter
metadata:
output:
path: output/evaluations/{{ input.slug }}.md
kind: generated
artifact_id: generated/evaluation-{{ input.slug }}.md
title: '{{ input.title }} Evaluation'
recorded_at: '2026-05-18T22:53:11.449445+00:00'