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.