Triple

T21439944
Position Surface form Disambiguated ID Type / Status
Subject Carlos (2010 miniseries) E528910 entity
Predicate castMember P1668 FINISHED
Object Ahmad Kaabour
Ahmad Kaabour is a Lebanese singer, composer, and actor best known for his politically engaged music and contributions to Arabic cinema and television.
E1486466 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: Ahmad Kaabour | Statement: [Carlos (2010 miniseries), castMember, Ahmad Kaabour]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ahmad Kaabour
Context triple: [Carlos (2010 miniseries), castMember, Ahmad Kaabour]
  • A. Issam Nassar
    Issam Nassar is a Palestinian historian and scholar known for his work on the history of photography in Palestine and the broader Middle East.
  • B. Ali Tarhouni
    Ali Tarhouni is a Libyan economist and politician who played a prominent leadership role during Libya’s 2011 revolution and subsequent transitional government.
  • C. Khaled Mouzanar
    Khaled Mouzanar is a Lebanese composer, songwriter, and music producer best known for his film scores, particularly his collaborations with director Nadine Labaki.
  • D. Wafic Saïd
    Wafic Saïd is a Syrian-Saudi businessman and philanthropist best known for his major charitable contributions to education, including funding the Saïd Business School at the University of Oxford.
  • E. Hassan Hammoud
    Hassan Hammoud is a Lebanese professional footballer known for playing as a midfielder in the Lebanese Premier League.
  • 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: Ahmad Kaabour
Triple: [Carlos (2010 miniseries), castMember, Ahmad Kaabour]
Generated description
Ahmad Kaabour is a Lebanese singer, composer, and actor best known for his politically engaged music and contributions to Arabic cinema and television.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ahmad Kaabour
Target entity description: Ahmad Kaabour is a Lebanese singer, composer, and actor best known for his politically engaged music and contributions to Arabic cinema and television.
  • A. Issam Nassar
    Issam Nassar is a Palestinian historian and scholar known for his work on the history of photography in Palestine and the broader Middle East.
  • B. Ali Tarhouni
    Ali Tarhouni is a Libyan economist and politician who played a prominent leadership role during Libya’s 2011 revolution and subsequent transitional government.
  • C. Khaled Mouzanar
    Khaled Mouzanar is a Lebanese composer, songwriter, and music producer best known for his film scores, particularly his collaborations with director Nadine Labaki.
  • D. Wafic Saïd
    Wafic Saïd is a Syrian-Saudi businessman and philanthropist best known for his major charitable contributions to education, including funding the Saïd Business School at the University of Oxford.
  • E. Hassan Hammoud
    Hassan Hammoud is a Lebanese professional footballer known for playing as a midfielder in the Lebanese Premier League.
  • 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_69e0c4569fa081908101baa24f8745db completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e8b700237c8190bbcb4bedc4242719 completed April 22, 2026, 11:54 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09cfe4c0c8819086098241b897b168 completed May 17, 2026, 2:25 p.m.
NEDg Description generation batch_6a09d0beeca08190aab1481703eea62b completed May 17, 2026, 2:29 p.m.
NED2 Entity disambiguation (via description) batch_6a09d1123780819082577e449898d489 completed May 17, 2026, 2:30 p.m.
Created at: April 16, 2026, 6:05 p.m.