Triple
T10230382
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Roger Stone |
E243323
|
entity |
| Predicate | coFounded |
P104
|
FINISHED |
| Object |
Black, Manafort, Stone and Kelly
Black, Manafort, Stone and Kelly was a pioneering American political consulting and lobbying firm known for its influential role in U.S. elections and its controversial work for foreign governments and leaders.
|
E243323
|
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: Black, Manafort, Stone and Kelly | Statement: [Roger Stone, coFounded, Black, Manafort, Stone and Kelly]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black, Manafort, Stone and Kelly Context triple: [Roger Stone, coFounded, Black, Manafort, Stone and Kelly]
-
A.
Mueller
Mueller is a German-derived surname, often an alternative spelling of "Müller" or "Miller," commonly found in German-speaking and American contexts.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Michael F. Cohen
Michael F. Cohen is a prominent computer graphics researcher recognized for his influential contributions to the field, including receiving the prestigious Steven A. Coons Award.
- 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: Black, Manafort, Stone and Kelly Triple: [Roger Stone, coFounded, Black, Manafort, Stone and Kelly]
Generated description
Black, Manafort, Stone and Kelly was a pioneering American political consulting and lobbying firm known for its influential role in U.S. elections and its controversial work for foreign governments and leaders.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Black, Manafort, Stone and Kelly Target entity description: Black, Manafort, Stone and Kelly was a pioneering American political consulting and lobbying firm known for its influential role in U.S. elections and its controversial work for foreign governments and leaders.
-
A.
Mueller
Mueller is a German-derived surname, often an alternative spelling of "Müller" or "Miller," commonly found in German-speaking and American contexts.
-
B.
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.
-
C.
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.
-
D.
Roger Stone
chosen
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.
-
E.
Michael F. Cohen
Michael F. Cohen is a prominent computer graphics researcher recognized for his influential contributions to the field, including receiving the prestigious Steven A. Coons Award.
- F. None of above.
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_69d4d20a25dc8190bd448f7ba7a13cbd |
completed | April 7, 2026, 9:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d6f73610fc8190965c4e45a9deeac6 |
completed | April 9, 2026, 12:47 a.m. |
| NEDg | Description generation | batch_69d6fa2ea97081908395048218c0592b |
completed | April 9, 2026, 1 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d6fcb5dc4c8190944a423a9d16a4b8 |
completed | April 9, 2026, 1:11 a.m. |
Created at: April 6, 2026, 11:19 a.m.