Triple

T2085096
Position Surface form Disambiguated ID Type / Status
Subject Benghazi attack congressional hearings E45330 entity
Predicate chairperson P377 FINISHED
Object Trey Gowdy
Trey Gowdy is an American attorney and former Republican congressman from South Carolina known for his prominent role in high-profile investigations and his tenure on the House Judiciary and Oversight Committees.
 E231993 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: Trey Gowdy | Statement: [Benghazi attack congressional hearings, chairperson, Trey Gowdy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Trey Gowdy
Context triple: [Benghazi attack congressional hearings, chairperson, Trey Gowdy]
  • A. Richard Hudson
    Richard Hudson is the child of Katherine Hudson, known primarily in relation to her.
  • B. Scott Reid
    Scott Reid is a Canadian politician and long-serving Conservative Member of Parliament known for his work on constitutional issues and democratic reform.
  • C. Kevin McCarthy
    Kevin McCarthy is an American Republican politician from California who has served in various top leadership roles in the U.S. House of Representatives, including Speaker of the House.
  • D. Ralph Norman
    Ralph Norman is a Republican politician and businessman serving as the U.S. Representative for South Carolina's 5th congressional district.
  • E. Mick Mulvaney
    Mick Mulvaney is an American politician and former U.S. Representative who served in the Trump administration in senior roles, including as acting White House Chief of Staff and Director of the Office of Management and Budget.
  • 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: Trey Gowdy
Triple: [Benghazi attack congressional hearings, chairperson, Trey Gowdy]
Generated description
Trey Gowdy is an American attorney and former Republican congressman from South Carolina known for his prominent role in high-profile investigations and his tenure on the House Judiciary and Oversight Committees.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Trey Gowdy
Target entity description: Trey Gowdy is an American attorney and former Republican congressman from South Carolina known for his prominent role in high-profile investigations and his tenure on the House Judiciary and Oversight Committees.
  • A. Richard Hudson
    Richard Hudson is the child of Katherine Hudson, known primarily in relation to her.
  • B. Scott Reid
    Scott Reid is a Canadian politician and long-serving Conservative Member of Parliament known for his work on constitutional issues and democratic reform.
  • C. Kevin McCarthy
    Kevin McCarthy is an American Republican politician from California who has served in various top leadership roles in the U.S. House of Representatives, including Speaker of the House.
  • D. Ralph Norman
    Ralph Norman is a Republican politician and businessman serving as the U.S. Representative for South Carolina's 5th congressional district.
  • E. Mick Mulvaney
    Mick Mulvaney is an American politician and former U.S. Representative who served in the Trump administration in senior roles, including as acting White House Chief of Staff and Director of the Office of Management and Budget.
  • 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_69a8891869c88190a02643e3bb746f59 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba53d4488190a7d9eabcb6904e8e completed March 7, 2026, 5:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae273f8e3481908c45f1686072a95d completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae29284a90819088ce2344b139e714 completed March 9, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69ae29c9b6ac8190a0256fb911afaf72 completed March 9, 2026, 2 a.m.
Created at: March 4, 2026, 7:41 p.m.