Triple
T10227530
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Richard J. Herrnstein |
E243243
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object |
Charles Murray
Charles Murray is an American political scientist and author best known for his controversial works on intelligence, social policy, and class structure, including the book "The Bell Curve."
|
E851138
|
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: Charles Murray | Statement: [Richard J. Herrnstein, coAuthorWith, Charles Murray]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Charles Murray Context triple: [Richard J. Herrnstein, coAuthorWith, Charles Murray]
-
A.
Charles Murray
Charles Murray was an American silent film comedian and character actor best known for his work in early 20th-century slapstick comedies.
-
B.
Martin Daly
Martin Daly is a prominent Canadian evolutionary psychologist known for his influential research on human conflict, violence, and family relationships from an evolutionary perspective.
-
C.
Benjamin M. Friedman
Benjamin M. Friedman is an American economist known for his influential work on monetary policy, economic growth, and the moral dimensions of capitalism.
-
D.
Robert Wright
Robert Wright was an American musical theatre lyricist and composer best known for his long collaboration with George Forrest on adaptations of classical music for Broadway and film.
-
E.
James Q. Wilson
James Q. Wilson was a prominent American political scientist best known for his work on crime, policing, and public policy, including the influential "broken windows" theory.
- 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: Charles Murray Triple: [Richard J. Herrnstein, coAuthorWith, Charles Murray]
Generated description
Charles Murray is an American political scientist and author best known for his controversial works on intelligence, social policy, and class structure, including the book "The Bell Curve."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Charles Murray Target entity description: Charles Murray is an American political scientist and author best known for his controversial works on intelligence, social policy, and class structure, including the book "The Bell Curve."
-
A.
Charles Murray
Charles Murray was an American silent film comedian and character actor best known for his work in early 20th-century slapstick comedies.
-
B.
Martin Daly
Martin Daly is a prominent Canadian evolutionary psychologist known for his influential research on human conflict, violence, and family relationships from an evolutionary perspective.
-
C.
Benjamin M. Friedman
Benjamin M. Friedman is an American economist known for his influential work on monetary policy, economic growth, and the moral dimensions of capitalism.
-
D.
Robert Wright
Robert Wright was an American musical theatre lyricist and composer best known for his long collaboration with George Forrest on adaptations of classical music for Broadway and film.
-
E.
James Q. Wilson
James Q. Wilson was a prominent American political scientist best known for his work on crime, policing, and public policy, including the influential "broken windows" theory.
- 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_69d381b0f97c819085c9b45799a5fb7c |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d1fa98a48190a5caf6b6003bc14c |
completed | April 7, 2026, 9:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d6f72bc5388190a8337aa6a60ed51f |
completed | April 9, 2026, 12:47 a.m. |
| NEDg | Description generation | batch_69d6fa2bb2ec8190aa099988a6c225eb |
completed | April 9, 2026, 1 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d6fd10dbc08190a297073e1b737566 |
completed | April 9, 2026, 1:12 a.m. |
Created at: April 6, 2026, 11:17 a.m.