Triple

T357912
Position Surface form Disambiguated ID Type / Status
Subject Hillary Clinton E7583 entity
Predicate notableEvent P259 FINISHED
Object Benghazi attack congressional hearings
The Benghazi attack congressional hearings were a series of high-profile U.S. congressional investigations into the 2012 attack on American facilities in Benghazi, Libya, which scrutinized the actions and decisions of then–Secretary of State Hillary Clinton.
E45330 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: Benghazi attack congressional hearings | Statement: [Hillary Clinton, notableEvent, Benghazi attack congressional hearings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benghazi attack congressional hearings
Context triple: [Hillary Clinton, notableEvent, Benghazi attack congressional hearings]
  • A. Benghazi
    Benghazi is a major port city in eastern Libya that has historically served as a key political, economic, and cultural center of the country.
  • B. 13 Hours: The Secret Soldiers of Benghazi
    13 Hours: The Secret Soldiers of Benghazi is a 2016 war action film directed by Michael Bay that dramatizes the 2012 attack on the U.S. diplomatic compound in Benghazi, Libya, through the perspective of a team of American security contractors.
  • C. Lockerbie bombing diplomatic crisis
    The Lockerbie bombing diplomatic crisis was the prolonged international standoff in the 1990s and early 2000s over Libya’s responsibility for the 1988 Pan Am Flight 103 bombing, involving UN sanctions, negotiations over suspects’ trials, and eventual compensation agreements.
  • D. National Commission on Terrorist Attacks Upon the United States
    The National Commission on Terrorist Attacks Upon the United States, commonly known as the 9/11 Commission, was an independent, bipartisan panel established to investigate the circumstances surrounding the September 11, 2001 terrorist attacks and to recommend measures to prevent future attacks.
  • E. Joint Inquiry into Intelligence Community Activities before and after the Terrorist Attacks of September 11, 2001
    The Joint Inquiry into Intelligence Community Activities before and after the Terrorist Attacks of September 11, 2001 was a congressional investigation that examined U.S. intelligence failures related to the 9/11 attacks and produced a major public report on those shortcomings.
  • 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: Benghazi attack congressional hearings
Triple: [Hillary Clinton, notableEvent, Benghazi attack congressional hearings]
Generated description
The Benghazi attack congressional hearings were a series of high-profile U.S. congressional investigations into the 2012 attack on American facilities in Benghazi, Libya, which scrutinized the actions and decisions of then–Secretary of State Hillary Clinton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benghazi attack congressional hearings
Target entity description: The Benghazi attack congressional hearings were a series of high-profile U.S. congressional investigations into the 2012 attack on American facilities in Benghazi, Libya, which scrutinized the actions and decisions of then–Secretary of State Hillary Clinton.
  • A. Benghazi
    Benghazi is a major port city in eastern Libya that has historically served as a key political, economic, and cultural center of the country.
  • B. 13 Hours: The Secret Soldiers of Benghazi
    13 Hours: The Secret Soldiers of Benghazi is a 2016 war action film directed by Michael Bay that dramatizes the 2012 attack on the U.S. diplomatic compound in Benghazi, Libya, through the perspective of a team of American security contractors.
  • C. Lockerbie bombing diplomatic crisis
    The Lockerbie bombing diplomatic crisis was the prolonged international standoff in the 1990s and early 2000s over Libya’s responsibility for the 1988 Pan Am Flight 103 bombing, involving UN sanctions, negotiations over suspects’ trials, and eventual compensation agreements.
  • D. National Commission on Terrorist Attacks Upon the United States
    The National Commission on Terrorist Attacks Upon the United States, commonly known as the 9/11 Commission, was an independent, bipartisan panel established to investigate the circumstances surrounding the September 11, 2001 terrorist attacks and to recommend measures to prevent future attacks.
  • E. Joint Inquiry into Intelligence Community Activities before and after the Terrorist Attacks of September 11, 2001
    The Joint Inquiry into Intelligence Community Activities before and after the Terrorist Attacks of September 11, 2001 was a congressional investigation that examined U.S. intelligence failures related to the 9/11 attacks and produced a major public report on those shortcomings.
  • 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_69a2e7e696948190bebc966535995e45 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ebb0e348819086e3ccd96c7b129e completed Feb. 28, 2026, 1:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e019211c819087edeb99431061fa completed March 1, 2026, 6:43 a.m.
NEDg Description generation batch_69a3e1092bc48190bd2d4b59d30b8c64 completed March 1, 2026, 6:47 a.m.
NED2 Entity disambiguation (via description) batch_69a3e2183bec8190b1d93a02ec8a0ab8 completed March 1, 2026, 6:52 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.