Triple

T13597545
Position Surface form Disambiguated ID Type / Status
Subject Special Counsel investigation into Russian interference in the 2016 United States elections E324859 entity
Predicate indictedPerson P21461 FINISHED
Object Paul Manafort
Paul Manafort is an American political consultant and lobbyist who served as Donald Trump’s 2016 campaign chairman and was later convicted on multiple financial crimes uncovered during the Special Counsel’s Russia investigation.
E1048422 NE FINISHED

How this triple was built (5 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: Paul Manafort | Statement: [Special Counsel investigation into Russian interference in the 2016 United States elections, indictedPerson, Paul Manafort]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paul Manafort
Context triple: [Special Counsel investigation into Russian interference in the 2016 United States elections, indictedPerson, Paul Manafort]
  • A. 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.
  • 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 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.
  • 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 D. Flynn
    Michael D. Flynn is a prominent architect and key leader at the international architecture firm Pei Cobb Freed & Partners.
  • 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: Paul Manafort
Triple: [Special Counsel investigation into Russian interference in the 2016 United States elections, indictedPerson, Paul Manafort]
Generated description
Paul Manafort is an American political consultant and lobbyist who served as Donald Trump’s 2016 campaign chairman and was later convicted on multiple financial crimes uncovered during the Special Counsel’s Russia investigation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paul Manafort
Target entity description: Paul Manafort is an American political consultant and lobbyist who served as Donald Trump’s 2016 campaign chairman and was later convicted on multiple financial crimes uncovered during the Special Counsel’s Russia investigation.
  • A. 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.
  • 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 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.
  • 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 D. Flynn
    Michael D. Flynn is a prominent architect and key leader at the international architecture firm Pei Cobb Freed & Partners.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: indictedPerson
Context triple: [Special Counsel investigation into Russian interference in the 2016 United States elections, indictedPerson, Paul Manafort]
  • A. numberOfIndictedPersonsApproximate
    Indicates an approximate count of persons who have been formally indicted in a given context or case.
  • B. convictedIndividual
    Indicates that an individual has been found guilty of a crime or offense through a formal legal process and has received a conviction.
  • C. subjectOfProsecution
    Indicates that an entity is the target or focus of a legal prosecution or criminal proceeding initiated by an authority.
  • D. accusedName
    Indicates that a particular person or entity is identified as the one who is accused in an accusation or legal charge.
  • E. accusedIn chosen
    Indicates that a person or entity is formally charged with wrongdoing in a particular case, proceeding, or context.
  • F. None of above.

Provenance (6 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_69d80769eaf081909d82f44e484d6113 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb0590558819080ccc5874a650b1e completed April 12, 2026, 2:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76bc99dac8190bc267fdf405e8d58 completed May 3, 2026, 3:37 p.m.
NEDg Description generation batch_69f77643b0348190962bf23a9857edbe completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f7791add908190af69b23a54eb7560 completed May 3, 2026, 4:34 p.m.
PD Predicate disambiguation batch_69dbae18eaf48190809e8b365856cde9 completed April 12, 2026, 2:37 p.m.
Created at: April 9, 2026, 9:49 p.m.