Triple

T1749701
Position Surface form Disambiguated ID Type / Status
Subject Mark "Oz" Geist (13 Hours film character) E38410 entity
Predicate settingOfActivity P1957 FINISHED
Object 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.
E197310 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: CIA Annex in Benghazi | Statement: [Mark "Oz" Geist (13 Hours film character), settingOfActivity, CIA Annex in Benghazi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CIA Annex in Benghazi
Context triple: [Mark "Oz" Geist (13 Hours film character), settingOfActivity, CIA Annex in Benghazi]
  • 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. 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.
  • C. 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.
  • D. Egyptian security establishment
    The Egyptian security establishment is the powerful network of military, intelligence, and internal security institutions that underpins and protects the country’s authoritarian political order.
  • E. Misrata militias
    Misrata militias are powerful, predominantly Islamist-leaning armed groups from the Libyan city of Misrata that played a major role in post-Gaddafi conflicts, including key battles in the Second Libyan Civil War.
  • 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: CIA Annex in Benghazi
Triple: [Mark "Oz" Geist (13 Hours film character), settingOfActivity, CIA Annex in Benghazi]
Generated description
The CIA Annex in Benghazi was a covert U.S. intelligence compound in Libya that became the focal point of the 2012 Benghazi attack.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CIA Annex in Benghazi
Target entity description: The CIA Annex in Benghazi was a covert U.S. intelligence compound in Libya that became the focal point of the 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. 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.
  • C. 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.
  • D. Egyptian security establishment
    The Egyptian security establishment is the powerful network of military, intelligence, and internal security institutions that underpins and protects the country’s authoritarian political order.
  • E. Misrata militias
    Misrata militias are powerful, predominantly Islamist-leaning armed groups from the Libyan city of Misrata that played a major role in post-Gaddafi conflicts, including key battles in the Second Libyan Civil War.
  • 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_69aa64108a208190ae7190065818e42c completed March 6, 2026, 5:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0e40cb88190953c639ee2464a54 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.