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.