Triple

T1872395
Position Surface form Disambiguated ID Type / Status
Subject Women of the Arab Spring E39061 entity
Predicate includedNotableFigure P20309 FINISHED
Object Asmaa Mahfouz
Asmaa Mahfouz is an Egyptian activist and prominent figure of the 2011 Egyptian revolution, known for her influential online video that helped spark mass protests in Cairo’s Tahrir Square.
E209022 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: Asmaa Mahfouz | Statement: [Women of the Arab Spring, includedNotableFigure, Asmaa Mahfouz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Asmaa Mahfouz
Context triple: [Women of the Arab Spring, includedNotableFigure, Asmaa Mahfouz]
  • A. 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.
  • B. Azza Ahmed Nowari
    Azza Ahmed Nowari was the wife of al-Qaeda leader Ayman al-Zawahiri and was known primarily for her association with him and her death alongside some of their children during a U.S. airstrike in Afghanistan in 2001.
  • C. Amal Nasser el-Din
    Amal Nasser el-Din is an Israeli Druze politician and community leader known for his advocacy of Druze integration and service within the State of Israel.
  • D. Ahmed Esmat Abdel Meguid
    Ahmed Esmat Abdel Meguid was an Egyptian diplomat and politician who served as a prominent leader in regional Arab affairs and international diplomacy.
  • E. Lisa Najeeb Halaby
    Lisa Najeeb Halaby, better known as Queen Noor of Jordan, is an American-born Jordanian royal, widow of King Hussein, and a prominent advocate for peace, human rights, and sustainable development.
  • 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: Asmaa Mahfouz
Triple: [Women of the Arab Spring, includedNotableFigure, Asmaa Mahfouz]
Generated description
Asmaa Mahfouz is an Egyptian activist and prominent figure of the 2011 Egyptian revolution, known for her influential online video that helped spark mass protests in Cairo’s Tahrir Square.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Asmaa Mahfouz
Target entity description: Asmaa Mahfouz is an Egyptian activist and prominent figure of the 2011 Egyptian revolution, known for her influential online video that helped spark mass protests in Cairo’s Tahrir Square.
  • A. 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.
  • B. Azza Ahmed Nowari
    Azza Ahmed Nowari was the wife of al-Qaeda leader Ayman al-Zawahiri and was known primarily for her association with him and her death alongside some of their children during a U.S. airstrike in Afghanistan in 2001.
  • C. Amal Nasser el-Din
    Amal Nasser el-Din is an Israeli Druze politician and community leader known for his advocacy of Druze integration and service within the State of Israel.
  • D. Ahmed Esmat Abdel Meguid
    Ahmed Esmat Abdel Meguid was an Egyptian diplomat and politician who served as a prominent leader in regional Arab affairs and international diplomacy.
  • E. Lisa Najeeb Halaby
    Lisa Najeeb Halaby, better known as Queen Noor of Jordan, is an American-born Jordanian royal, widow of King Hussein, and a prominent advocate for peace, human rights, and sustainable development.
  • 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_69a8862f7074819096afe7fe65e179e9 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb7c376208190bbf28504f1aac881 completed March 7, 2026, 5:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69add1dd2d748190976277ac25f938ee completed March 8, 2026, 7:45 p.m.
NEDg Description generation batch_69add4628ed081908ea939b95e005299 completed March 8, 2026, 7:56 p.m.
NED2 Entity disambiguation (via description) batch_69add4e97dd08190a091d3d265b39138 completed March 8, 2026, 7:58 p.m.
Created at: March 4, 2026, 7:34 p.m.