Triple

T2085074
Position Surface form Disambiguated ID Type / Status
Subject Benghazi attack congressional hearings E45330 entity
Predicate mainSubject P3 FINISHED
Object United States consulate in Benghazi
The United States consulate in Benghazi was the diplomatic mission in eastern Libya that became the focus of intense scrutiny and controversy following the deadly 2012 attack that prompted multiple U.S. congressional investigations.
E234695 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: United States consulate in Benghazi | Statement: [Benghazi attack congressional hearings, mainSubject, United States consulate in Benghazi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States consulate in Benghazi
Context triple: [Benghazi attack congressional hearings, mainSubject, United States consulate in Benghazi]
  • A. U.S. Embassy in Khartoum
    The U.S. Embassy in Khartoum is the official diplomatic mission of the United States in Sudan, responsible for managing bilateral relations, consular services, and political engagement in the country.
  • B. U.S. Embassy in Juba
    The U.S. Embassy in Juba is the official diplomatic mission of the United States to South Sudan, handling political, economic, and consular relations with the country.
  • C. 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.
  • D. CIA Annex in Benghazi
    The CIA Annex in Benghazi was a covert U.S. intelligence compound in Libya that became the focal point of the 2012 Benghazi attack.
  • E. Embassy of the United States in Havana
    The Embassy of the United States in Havana is the primary diplomatic mission representing U.S. political, economic, and consular interests in Cuba and a central symbol of the two countries’ often tense bilateral relationship.
  • 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: United States consulate in Benghazi
Triple: [Benghazi attack congressional hearings, mainSubject, United States consulate in Benghazi]
Generated description
The United States consulate in Benghazi was the diplomatic mission in eastern Libya that became the focus of intense scrutiny and controversy following the deadly 2012 attack that prompted multiple U.S. congressional investigations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States consulate in Benghazi
Target entity description: The United States consulate in Benghazi was the diplomatic mission in eastern Libya that became the focus of intense scrutiny and controversy following the deadly 2012 attack that prompted multiple U.S. congressional investigations.
  • A. U.S. Embassy in Khartoum
    The U.S. Embassy in Khartoum is the official diplomatic mission of the United States in Sudan, responsible for managing bilateral relations, consular services, and political engagement in the country.
  • B. U.S. Embassy in Juba
    The U.S. Embassy in Juba is the official diplomatic mission of the United States to South Sudan, handling political, economic, and consular relations with the country.
  • C. 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.
  • D. CIA Annex in Benghazi
    The CIA Annex in Benghazi was a covert U.S. intelligence compound in Libya that became the focal point of the 2012 Benghazi attack.
  • E. Embassy of the United States in Havana
    The Embassy of the United States in Havana is the primary diplomatic mission representing U.S. political, economic, and consular interests in Cuba and a central symbol of the two countries’ often tense bilateral relationship.
  • 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_69ae3058a7b48190879edde4d97ca102 completed March 9, 2026, 2:28 a.m.
NEDg Description generation batch_69ae30e0411c81908cd19bf8d3525056 completed March 9, 2026, 2:30 a.m.
NED2 Entity disambiguation (via description) batch_69ae31871d408190a4ae64372660fa79 completed March 9, 2026, 2:33 a.m.
Created at: March 4, 2026, 7:41 p.m.