Triple

T7600325
Position Surface form Disambiguated ID Type / Status
Subject Murray Sidman E179965 entity
Predicate wrote P2831 FINISHED
Object Coercion and Its Fallout
Coercion and Its Fallout is a seminal behavior-analytic book that examines how the use of aversive control and punishment shapes human behavior and leads to widespread social and psychological problems.
E674663 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Coercion and Its Fallout | Statement: [Murray Sidman, wrote, Coercion and Its Fallout]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Coercion and Its Fallout
Context triple: [Murray Sidman, wrote, Coercion and Its Fallout]
  • A. Pathologies of Power
    Pathologies of Power is a book by physician-anthropologist Paul Farmer that examines how social and economic inequalities drive human suffering and health disparities around the world.
  • B. The Tyranny of Controls
    "The Tyranny of Controls" is a chapter from Milton and Rose Friedman's book *Free to Choose* that critiques government regulations and economic controls as harmful constraints on individual freedom and market efficiency.
  • C. Taken by Force
    Taken by Force is a 1977 hard rock/heavy metal studio album by German band Scorpions, known for its powerful guitar work and controversial original cover art.
  • D. Shame and Necessity
    Shame and Necessity is a philosophical work by Bernard Williams that reexamines ancient Greek ethics to challenge modern assumptions about moral responsibility, agency, and the role of shame.
  • E. The Consequences
    The Consequences is a notable work associated with the creator or project known as Consequence, recognized for its significance within their body of work.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Coercion and Its Fallout
Triple: [Murray Sidman, wrote, Coercion and Its Fallout]
Generated description
Coercion and Its Fallout is a seminal behavior-analytic book that examines how the use of aversive control and punishment shapes human behavior and leads to widespread social and psychological problems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Coercion and Its Fallout
Target entity description: Coercion and Its Fallout is a seminal behavior-analytic book that examines how the use of aversive control and punishment shapes human behavior and leads to widespread social and psychological problems.
  • A. Pathologies of Power
    Pathologies of Power is a book by physician-anthropologist Paul Farmer that examines how social and economic inequalities drive human suffering and health disparities around the world.
  • B. The Tyranny of Controls
    "The Tyranny of Controls" is a chapter from Milton and Rose Friedman's book *Free to Choose* that critiques government regulations and economic controls as harmful constraints on individual freedom and market efficiency.
  • C. Taken by Force
    Taken by Force is a 1977 hard rock/heavy metal studio album by German band Scorpions, known for its powerful guitar work and controversial original cover art.
  • D. Shame and Necessity
    Shame and Necessity is a philosophical work by Bernard Williams that reexamines ancient Greek ethics to challenge modern assumptions about moral responsibility, agency, and the role of shame.
  • E. The Consequences
    The Consequences is a notable work associated with the creator or project known as Consequence, recognized for its significance within their body of work.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c69f3487ec8190bf7acdf2dd91e6d6 completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f9d9c55c8190841f3bf3225c096a completed March 27, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c861ad08bc8190b3fc22109579a47d completed March 28, 2026, 11:18 p.m.
NEDg Description generation batch_69c86239eb348190b5a0b83d280000e2 completed March 28, 2026, 11:20 p.m.
NED2 Entity disambiguation (via description) batch_69c862a2f6808190942a22bf93994408 completed March 28, 2026, 11:22 p.m.
Created at: March 27, 2026, 3:53 p.m.