Triple

T2153132
Position Surface form Disambiguated ID Type / Status
Subject Zintan militias E47825 entity
Predicate hasNotableUnit P1198 FINISHED
Object al-Madani Brigade
The al-Madani Brigade is an armed Libyan militia unit associated with the powerful Zintan factions that played a significant role in the country’s post-2011 conflict dynamics.
E245099 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: al-Madani Brigade | Statement: [Zintan militias, hasNotableUnit, al-Madani Brigade]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: al-Madani Brigade
Context triple: [Zintan militias, hasNotableUnit, al-Madani Brigade]
  • A. 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.
  • B. 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.
  • C. Riyadh Front
    Riyadh Front is a major mixed-use commercial and entertainment complex in Riyadh, Saudi Arabia, featuring shopping, dining, business facilities, and large-scale events.
  • D. Al-Aqsa Martyrs Brigades
    Al-Aqsa Martyrs Brigades is a Palestinian militant organization associated with Fatah, known for carrying out armed attacks and suicide bombings primarily against Israeli targets in the early 2000s.
  • E. 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.
  • 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: al-Madani Brigade
Triple: [Zintan militias, hasNotableUnit, al-Madani Brigade]
Generated description
The al-Madani Brigade is an armed Libyan militia unit associated with the powerful Zintan factions that played a significant role in the country’s post-2011 conflict dynamics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: al-Madani Brigade
Target entity description: The al-Madani Brigade is an armed Libyan militia unit associated with the powerful Zintan factions that played a significant role in the country’s post-2011 conflict dynamics.
  • A. 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.
  • B. 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.
  • C. Riyadh Front
    Riyadh Front is a major mixed-use commercial and entertainment complex in Riyadh, Saudi Arabia, featuring shopping, dining, business facilities, and large-scale events.
  • D. Al-Aqsa Martyrs Brigades
    Al-Aqsa Martyrs Brigades is a Palestinian militant organization associated with Fatah, known for carrying out armed attacks and suicide bombings primarily against Israeli targets in the early 2000s.
  • E. 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.
  • 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_69a88a1d1fd8819088b34990d69a712f completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe4a3b608190b3bd5d8e28534090 completed March 7, 2026, 5:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae653677ec8190ab0b044e005a9947 completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae6656f7788190818179d923b11bba completed March 9, 2026, 6:19 a.m.
NED2 Entity disambiguation (via description) batch_69ae66cc3ac0819096e3f246b10e7761 completed March 9, 2026, 6:21 a.m.
Created at: March 4, 2026, 7:44 p.m.