Triple

T323015
Position Surface form Disambiguated ID Type / Status
Subject Muammar Gaddafi E6455 entity
Predicate spouse P13 FINISHED
Object Safia Farkash
Safia Farkash is the second wife of former Libyan leader Muammar Gaddafi and the mother of several of his children, known primarily for her role as Libya’s de facto first lady during his rule.
 E41526 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: Safia Farkash | Statement: [Muammar Gaddafi, spouse, Safia Farkash]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Safia Farkash
Context triple: [Muammar Gaddafi, spouse, Safia Farkash]
  • A. Rawhi Fattouh
    Rawhi Fattouh is a Palestinian politician who has served in senior leadership roles within the Palestinian Authority, including a brief tenure as interim president following Yasser Arafat’s death.
  • B. Hanan Ashrawi
    Hanan Ashrawi is a Palestinian legislator, activist, and scholar known internationally for her advocacy of Palestinian rights and involvement in Middle East peace negotiations.
  • C. Nayel Nassar
    Nayel Nassar is an Egyptian-American professional show jumping rider and businessman known for competing internationally and for being married to Jennifer Gates, the daughter of Bill and Melinda Gates.
  • D. Rabia al‑Adawiyya
    Rabia al‑Adawiyya was an 8th-century Muslim mystic and early Sufi saint renowned for her teachings on selfless, unconditional love of God.
  • E. Nazlet El-Semman
    Nazlet El-Semman is a village on the outskirts of Giza in Egypt, best known as the primary gateway settlement to the Giza Pyramids and Sphinx plateau.
  • 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: Safia Farkash
Triple: [Muammar Gaddafi, spouse, Safia Farkash]
Generated description
Safia Farkash is the second wife of former Libyan leader Muammar Gaddafi and the mother of several of his children, known primarily for her role as Libya’s de facto first lady during his rule.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Safia Farkash
Target entity description: Safia Farkash is the second wife of former Libyan leader Muammar Gaddafi and the mother of several of his children, known primarily for her role as Libya’s de facto first lady during his rule.
  • A. Rawhi Fattouh
    Rawhi Fattouh is a Palestinian politician who has served in senior leadership roles within the Palestinian Authority, including a brief tenure as interim president following Yasser Arafat’s death.
  • B. Hanan Ashrawi
    Hanan Ashrawi is a Palestinian legislator, activist, and scholar known internationally for her advocacy of Palestinian rights and involvement in Middle East peace negotiations.
  • C. Nayel Nassar
    Nayel Nassar is an Egyptian-American professional show jumping rider and businessman known for competing internationally and for being married to Jennifer Gates, the daughter of Bill and Melinda Gates.
  • D. Rabia al‑Adawiyya
    Rabia al‑Adawiyya was an 8th-century Muslim mystic and early Sufi saint renowned for her teachings on selfless, unconditional love of God.
  • E. Nazlet El-Semman
    Nazlet El-Semman is a village on the outskirts of Giza in Egypt, best known as the primary gateway settlement to the Giza Pyramids and Sphinx plateau.
  • 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_69a2e7933d6c8190bb2592ad13286ef2 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea82ba748190bae651f5de908617 completed Feb. 28, 2026, 1:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3cb0203c081909fadc99c2172c87a completed March 1, 2026, 5:13 a.m.
NEDg Description generation batch_69a3cb812dc081908a359022c8b5cf58 completed March 1, 2026, 5:15 a.m.
NED2 Entity disambiguation (via description) batch_69a3cbedcaf081908b4abdd3c7ce0474 completed March 1, 2026, 5:17 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.