Triple

T4544599
Position Surface form Disambiguated ID Type / Status
Subject Muslim Brotherhood E110015 entity
Predicate notableMember P10 FINISHED
Object Khairat el-Shater
Khairat el-Shater is an Egyptian businessman and leading political figure who served as a chief strategist and deputy leader of the Muslim Brotherhood, playing a central role in its post-2011 political rise.
E453649 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: Khairat el-Shater | Statement: [Muslim Brotherhood, notableMember, Khairat el-Shater]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khairat el-Shater
Context triple: [Muslim Brotherhood, notableMember, Khairat el-Shater]
  • A. Hosny Allam
    Hosny Allam is a fictional character from Naguib Mahfouz’s novel "Miramar," representing one of the diverse boarders at the Alexandria pension whose intersecting lives drive the story’s social and political themes.
  • B. Salah Khalaf
    Salah Khalaf, also known as Abu Iyad, was a founding leader and chief strategist of the Fatah movement and a key figure in the Palestinian national struggle.
  • C. Radwan Hussainy
    Radwan Hussainy is a devout, respected religious scholar and spiritual guide in Naguib Mahfouz’s novel "Midaq Alley," known for his piety and moral authority within the community.
  • D. Ahmed Fakhry
    Ahmed Fakhry was a prominent Egyptian archaeologist and Egyptologist known for his extensive excavations and research on Old Kingdom pyramids and desert monuments.
  • E. Gamal Salem
    Gamal Salem was an Egyptian military officer and politician who played a key role in the 1952 revolution and the early years of Gamal Abdel Nasser’s 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: Khairat el-Shater
Triple: [Muslim Brotherhood, notableMember, Khairat el-Shater]
Generated description
Khairat el-Shater is an Egyptian businessman and leading political figure who served as a chief strategist and deputy leader of the Muslim Brotherhood, playing a central role in its post-2011 political rise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khairat el-Shater
Target entity description: Khairat el-Shater is an Egyptian businessman and leading political figure who served as a chief strategist and deputy leader of the Muslim Brotherhood, playing a central role in its post-2011 political rise.
  • A. Hosny Allam
    Hosny Allam is a fictional character from Naguib Mahfouz’s novel "Miramar," representing one of the diverse boarders at the Alexandria pension whose intersecting lives drive the story’s social and political themes.
  • B. Salah Khalaf
    Salah Khalaf, also known as Abu Iyad, was a founding leader and chief strategist of the Fatah movement and a key figure in the Palestinian national struggle.
  • C. Radwan Hussainy
    Radwan Hussainy is a devout, respected religious scholar and spiritual guide in Naguib Mahfouz’s novel "Midaq Alley," known for his piety and moral authority within the community.
  • D. Ahmed Fakhry
    Ahmed Fakhry was a prominent Egyptian archaeologist and Egyptologist known for his extensive excavations and research on Old Kingdom pyramids and desert monuments.
  • E. Gamal Salem
    Gamal Salem was an Egyptian military officer and politician who played a key role in the 1952 revolution and the early years of Gamal Abdel Nasser’s 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_69bd4412524c8190be5bcc9ddee91848 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd57d62a8481909d5d803a582c76a1 completed March 20, 2026, 2:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdd3968b4c819082314a0dd9fb4202 completed March 20, 2026, 11:09 p.m.
NEDg Description generation batch_69bdd53c2ddc8190b73a31f9bb74be3e completed March 20, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_69bdd563a7fc8190a7091add8ef0e717 completed March 20, 2026, 11:16 p.m.
Created at: March 20, 2026, 1:05 p.m.