Triple
T4489053
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James G. March |
E107321
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Michael D. Cohen
Michael D. Cohen was an American organizational theorist and professor known for his influential work on organizational decision-making and the "garbage can model" of organizational choice.
|
E446940
|
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: Michael D. Cohen | Statement: [James G. March, coAuthor, Michael D. Cohen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael D. Cohen Context triple: [James G. March, coAuthor, Michael D. Cohen]
-
A.
Michael Cohen
Michael Cohen is an American attorney and former personal lawyer and fixer for Donald Trump who later became a key witness in investigations into Trump's business and political activities.
-
B.
Roger Stone
Roger Stone is an American political consultant, lobbyist, and strategist known for his long association with Republican campaigns and his role as a confidant of Donald Trump.
-
C.
Charles Kushner
Charles Kushner is an American real estate developer and Democratic political donor who founded Kushner Companies and was convicted of tax evasion and other crimes before receiving a presidential pardon.
-
D.
Jared Kushner
Jared Kushner is an American investor and former senior advisor to President Donald Trump, known for his influential role in the Trump administration and his marriage to Ivanka Trump.
-
E.
John W. Carlin
John W. Carlin is an American politician and public official who served as Governor of Kansas before later becoming the Archivist of the United States.
- 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: Michael D. Cohen Triple: [James G. March, coAuthor, Michael D. Cohen]
Generated description
Michael D. Cohen was an American organizational theorist and professor known for his influential work on organizational decision-making and the "garbage can model" of organizational choice.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael D. Cohen Target entity description: Michael D. Cohen was an American organizational theorist and professor known for his influential work on organizational decision-making and the "garbage can model" of organizational choice.
-
A.
Michael Cohen
Michael Cohen is an American attorney and former personal lawyer and fixer for Donald Trump who later became a key witness in investigations into Trump's business and political activities.
-
B.
Roger Stone
Roger Stone is an American political consultant, lobbyist, and strategist known for his long association with Republican campaigns and his role as a confidant of Donald Trump.
-
C.
Charles Kushner
Charles Kushner is an American real estate developer and Democratic political donor who founded Kushner Companies and was convicted of tax evasion and other crimes before receiving a presidential pardon.
-
D.
Jared Kushner
Jared Kushner is an American investor and former senior advisor to President Donald Trump, known for his influential role in the Trump administration and his marriage to Ivanka Trump.
-
E.
John W. Carlin
John W. Carlin is an American politician and public official who served as Governor of Kansas before later becoming the Archivist of the United States.
- 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_69bd43f84f788190a1383579c4a595be |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd52ad36748190b791de458f2116b2 |
completed | March 20, 2026, 1:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bd67a90f308190ab4f912cd1e2f692 |
completed | March 20, 2026, 3:28 p.m. |
| NEDg | Description generation | batch_69bd68d76cfc819083071015add540dc |
completed | March 20, 2026, 3:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bd698f0f148190ae3ad5193cba0851 |
completed | March 20, 2026, 3:36 p.m. |
Created at: March 20, 2026, 12:59 p.m.