Triple

T21706000
Position Surface form Disambiguated ID Type / Status
Subject Egyptian music industry E535772 entity
Predicate contemporaryFigure P126153 FINISHED
Object Angham
Angham is a prominent Egyptian singer and actress widely regarded as one of the leading contemporary voices in Arabic pop music.
E1498094 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: Angham | Statement: [Egyptian music industry, contemporaryFigure, Angham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Angham
Context triple: [Egyptian music industry, contemporaryFigure, Angham]
  • A. Nour Amr Diab
    Nour Amr Diab is the daughter of famed Egyptian singer Amr Diab, known publicly as one of his most recognized children who occasionally appears in Arab entertainment media and social circles.
  • B. Amal Zayed
    Amal Zayed is an actress known for her role in the classic Egyptian film "The Nightingale's Prayer."
  • C. Mina Saqr
    Mina Saqr is a major deep-water commercial seaport in the United Arab Emirates, serving as a key hub for bulk cargo and regional trade.
  • D. Alaa Khaled
    Alaa Khaled is the son of American DJ, record executive, and media personality DJ Khaled.
  • E. Asmahan Arslan
    Asmahan Arslan is a prominent Lebanese Druze political figure and member of the influential Arslan family.
  • 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: Angham
Triple: [Egyptian music industry, contemporaryFigure, Angham]
Generated description
Angham is a prominent Egyptian singer and actress widely regarded as one of the leading contemporary voices in Arabic pop music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Angham
Target entity description: Angham is a prominent Egyptian singer and actress widely regarded as one of the leading contemporary voices in Arabic pop music.
  • A. Nour Amr Diab
    Nour Amr Diab is the daughter of famed Egyptian singer Amr Diab, known publicly as one of his most recognized children who occasionally appears in Arab entertainment media and social circles.
  • B. Amal Zayed
    Amal Zayed is an actress known for her role in the classic Egyptian film "The Nightingale's Prayer."
  • C. Mina Saqr
    Mina Saqr is a major deep-water commercial seaport in the United Arab Emirates, serving as a key hub for bulk cargo and regional trade.
  • D. Alaa Khaled
    Alaa Khaled is the son of American DJ, record executive, and media personality DJ Khaled.
  • E. Asmahan Arslan
    Asmahan Arslan is a prominent Lebanese Druze political figure and member of the influential Arslan family.
  • 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_69e0c46b44c0819088ab883ebd44e0e8 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69efb52f64c48190b5d59561999e922f completed April 27, 2026, 7:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a24ab2c6481908a8f30e763b667fe completed May 17, 2026, 8:27 p.m.
NEDg Description generation batch_6a0a2576bd5c8190a8a81a8462040b6a completed May 17, 2026, 8:30 p.m.
NED2 Entity disambiguation (via description) batch_6a0a264ca5a88190b8a84c05a2cfb181 completed May 17, 2026, 8:34 p.m.
Created at: April 16, 2026, 6:46 p.m.