Triple

T10987441
Position Surface form Disambiguated ID Type / Status
Subject Fatima Ahmed Ibrahim E259665 entity
Predicate spouse P13 FINISHED
Object Al-Shafi Ahmed El-Sheikh
Al-Shafi Ahmed El-Sheikh was a Sudanese trade unionist and political figure, known for his prominent role in the labor movement and his marriage to pioneering feminist leader Fatima Ahmed Ibrahim.
E909620 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-Shafi Ahmed El-Sheikh | Statement: [Fatima Ahmed Ibrahim, spouse, Al-Shafi Ahmed El-Sheikh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Al-Shafi Ahmed El-Sheikh
Context triple: [Fatima Ahmed Ibrahim, spouse, Al-Shafi Ahmed El-Sheikh]
  • A. Hussein el-Shafei
    Hussein el-Shafei was an Egyptian military officer and politician who played a key role in the 1952 revolution and later served as Egypt’s vice president under Gamal Abdel Nasser and Anwar Sadat.
  • B. Mamdouh Habib
    Mamdouh Habib is an Egyptian-born Australian citizen who was detained by the United States at Guantánamo Bay and became a prominent figure in legal challenges to post-9/11 counterterrorism detention practices.
  • C. Muhammad Abd al-Salam Faraj
    Muhammad Abd al-Salam Faraj was an Egyptian Islamist ideologue and militant whose writings helped inspire modern jihadist movements, including the assassination of President Anwar Sadat.
  • D. Mahmoud El-Hakim
    Mahmoud El-Hakim is an architect best known for designing Egypt’s Nubian Museum, a major cultural institution dedicated to Nubian history and heritage.
  • E. Abdel Moneim Ibrahim
    Abdel Moneim Ibrahim was a prominent Egyptian actor known for his comedic and dramatic roles in mid-20th-century Egyptian cinema and theater.
  • 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-Shafi Ahmed El-Sheikh
Triple: [Fatima Ahmed Ibrahim, spouse, Al-Shafi Ahmed El-Sheikh]
Generated description
Al-Shafi Ahmed El-Sheikh was a Sudanese trade unionist and political figure, known for his prominent role in the labor movement and his marriage to pioneering feminist leader Fatima Ahmed Ibrahim.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Al-Shafi Ahmed El-Sheikh
Target entity description: Al-Shafi Ahmed El-Sheikh was a Sudanese trade unionist and political figure, known for his prominent role in the labor movement and his marriage to pioneering feminist leader Fatima Ahmed Ibrahim.
  • A. Hussein el-Shafei
    Hussein el-Shafei was an Egyptian military officer and politician who played a key role in the 1952 revolution and later served as Egypt’s vice president under Gamal Abdel Nasser and Anwar Sadat.
  • B. Mamdouh Habib
    Mamdouh Habib is an Egyptian-born Australian citizen who was detained by the United States at Guantánamo Bay and became a prominent figure in legal challenges to post-9/11 counterterrorism detention practices.
  • C. Muhammad Abd al-Salam Faraj
    Muhammad Abd al-Salam Faraj was an Egyptian Islamist ideologue and militant whose writings helped inspire modern jihadist movements, including the assassination of President Anwar Sadat.
  • D. Mahmoud El-Hakim
    Mahmoud El-Hakim is an architect best known for designing Egypt’s Nubian Museum, a major cultural institution dedicated to Nubian history and heritage.
  • E. Abdel Moneim Ibrahim
    Abdel Moneim Ibrahim was a prominent Egyptian actor known for his comedic and dramatic roles in mid-20th-century Egyptian cinema and theater.
  • 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_69d6aa8a6a548190a750f944ccdc8064 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d787b3c8388190be77e95d56979a7f completed April 9, 2026, 11:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69e4830a903481909eaf327457eabf2b completed April 19, 2026, 7:23 a.m.
NEDg Description generation batch_69e485f46f0c81908dbe5b47322ab7b7 completed April 19, 2026, 7:36 a.m.
NED2 Entity disambiguation (via description) batch_69e4878dd95c81908ceaf91ee46f49c1 completed April 19, 2026, 7:43 a.m.
Created at: April 8, 2026, 9:24 p.m.