Triple

T1749325
Position Surface form Disambiguated ID Type / Status
Subject 13 Hours: The Secret Soldiers of Benghazi E38402 entity
Predicate depictsEvent P264 FINISHED
Object 2012 Benghazi attack
The 2012 Benghazi attack was a coordinated militant assault on U.S. diplomatic and CIA facilities in Benghazi, Libya, that killed four Americans and sparked intense political controversy in the United States.
E197279 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: 2012 Benghazi attack | Statement: [13 Hours: The Secret Soldiers of Benghazi, depictsEvent, 2012 Benghazi attack]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2012 Benghazi attack
Context triple: [13 Hours: The Secret Soldiers of Benghazi, depictsEvent, 2012 Benghazi attack]
  • 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. 2000 USS Cole bombing
    The 2000 USS Cole bombing was a suicide terrorist attack in Yemen that killed 17 U.S. Navy sailors and became a major early indicator of al-Qaeda’s escalating campaign against the United States.
  • C. 1998 United States embassy bombings
    The 1998 United States embassy bombings were coordinated truck bomb attacks on the U.S. embassies in Kenya and Tanzania that killed hundreds of people and marked one of al-Qaeda’s earliest large-scale international terrorist operations.
  • D. Rabaa massacre
    The Rabaa massacre was a 2013 mass killing of supporters of ousted President Mohamed Morsi by Egyptian security forces during the dispersal of sit-in protests in Cairo, widely condemned as one of the deadliest crackdowns on demonstrators in modern Egyptian history.
  • E. 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.
  • 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: 2012 Benghazi attack
Triple: [13 Hours: The Secret Soldiers of Benghazi, depictsEvent, 2012 Benghazi attack]
Generated description
The 2012 Benghazi attack was a coordinated militant assault on U.S. diplomatic and CIA facilities in Benghazi, Libya, that killed four Americans and sparked intense political controversy in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2012 Benghazi attack
Target entity description: The 2012 Benghazi attack was a coordinated militant assault on U.S. diplomatic and CIA facilities in Benghazi, Libya, that killed four Americans and sparked intense political controversy in the United States.
  • 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. 2000 USS Cole bombing
    The 2000 USS Cole bombing was a suicide terrorist attack in Yemen that killed 17 U.S. Navy sailors and became a major early indicator of al-Qaeda’s escalating campaign against the United States.
  • C. 1998 United States embassy bombings
    The 1998 United States embassy bombings were coordinated truck bomb attacks on the U.S. embassies in Kenya and Tanzania that killed hundreds of people and marked one of al-Qaeda’s earliest large-scale international terrorist operations.
  • D. Rabaa massacre
    The Rabaa massacre was a 2013 mass killing of supporters of ousted President Mohamed Morsi by Egyptian security forces during the dispersal of sit-in protests in Cairo, widely condemned as one of the deadliest crackdowns on demonstrators in modern Egyptian history.
  • E. 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.
  • 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_69a8862bdb2081908aefe831c8aa8017 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa63ee4d2081909dfd6d3244228c56 completed March 6, 2026, 5:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0e21e58819082943212bd725581 completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada1a2fb9481909d9ed587921ca6b6 completed March 8, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69ada4dfc9188190845a4e4490318d68 completed March 8, 2026, 4:33 p.m.
Created at: March 4, 2026, 7:31 p.m.