Triple

T2038865
Position Surface form Disambiguated ID Type / Status
Subject Khamis Gaddafi E44695 entity
Predicate commanded P2333 FINISHED
Object Khamis Brigade
The Khamis Brigade was an elite Libyan military unit loyal to Muammar Gaddafi’s regime, known for its prominent role in suppressing opposition during the 2011 Libyan civil war.
 E229941 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: Khamis Brigade | Statement: [Khamis Gaddafi, commanded, Khamis Brigade]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Khamis Brigade
Context triple: [Khamis Gaddafi, commanded, Khamis Brigade]
  • A. Azad Brigade
    Azad Brigade was a military unit of the Indian National Army that fought alongside Axis forces during World War II for India’s independence from British rule.
  • B. Arab Liberation Army
    The Arab Liberation Army was an irregular volunteer force of Arab fighters organized by the Arab League to oppose the creation of Israel and support Palestinian Arabs during the 1948 Arab–Israeli War.
  • C. Izz ad-Din al-Qassam Brigades
    The Izz ad-Din al-Qassam Brigades is the military wing of the Palestinian Islamist organization Hamas, known for conducting armed operations primarily against Israel.
  • D. Phalange Party militia
    The Phalange Party militia was a right-wing Christian Lebanese paramilitary force that played a major role in the Lebanese Civil War, known for its involvement in sectarian fighting and close ties to the Kataeb (Phalange) political party.
  • E. Palestinian Liberation Army
    The Palestinian Liberation Army is a military organization formed as the regular armed force associated with the Palestine Liberation Organization, historically composed of Palestinian units based in several Arab countries.
  • 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: Khamis Brigade
Triple: [Khamis Gaddafi, commanded, Khamis Brigade]
Generated description
The Khamis Brigade was an elite Libyan military unit loyal to Muammar Gaddafi’s regime, known for its prominent role in suppressing opposition during the 2011 Libyan civil war.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Khamis Brigade
Target entity description: The Khamis Brigade was an elite Libyan military unit loyal to Muammar Gaddafi’s regime, known for its prominent role in suppressing opposition during the 2011 Libyan civil war.
  • A. Azad Brigade
    Azad Brigade was a military unit of the Indian National Army that fought alongside Axis forces during World War II for India’s independence from British rule.
  • B. Arab Liberation Army
    The Arab Liberation Army was an irregular volunteer force of Arab fighters organized by the Arab League to oppose the creation of Israel and support Palestinian Arabs during the 1948 Arab–Israeli War.
  • C. Izz ad-Din al-Qassam Brigades
    The Izz ad-Din al-Qassam Brigades is the military wing of the Palestinian Islamist organization Hamas, known for conducting armed operations primarily against Israel.
  • D. Phalange Party militia
    The Phalange Party militia was a right-wing Christian Lebanese paramilitary force that played a major role in the Lebanese Civil War, known for its involvement in sectarian fighting and close ties to the Kataeb (Phalange) political party.
  • E. Palestinian Liberation Army
    The Palestinian Liberation Army is a military organization formed as the regular armed force associated with the Palestine Liberation Organization, historically composed of Palestinian units based in several Arab countries.
  • 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_69a889159ec481908f9e4472d9f480c7 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb951870481909dbdd8fc8b0c02fe completed March 7, 2026, 5:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae1ff63de081908795a95c998dd9ac completed March 9, 2026, 1:18 a.m.
NEDg Description generation batch_69ae20a6ce14819098007416d6377f2e completed March 9, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69ae2130ba448190b91f590a348ebf88 completed March 9, 2026, 1:24 a.m.
Created at: March 4, 2026, 7:39 p.m.