Triple

T10647812
Position Surface form Disambiguated ID Type / Status
Subject Braquo E250881 entity
Predicate writer P1360 FINISHED
Object Abdel Raouf Dafri
Abdel Raouf Dafri is a French screenwriter known for his gritty crime dramas and work on acclaimed television series and films.
E878578 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: Abdel Raouf Dafri | Statement: [Braquo, writer, Abdel Raouf Dafri]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Abdel Raouf Dafri
Context triple: [Braquo, writer, Abdel Raouf Dafri]
  • A. Luttif Afif
    Luttif Afif was a Palestinian militant best known as one of the leaders of the 1972 Munich Olympics hostage-taking and massacre.
  • B. Marouf al-Bakhit
    Marouf al-Bakhit was a Jordanian military officer, diplomat, and politician who twice served as Jordan’s prime minister in the mid-2000s and early 2010s.
  • C. Mahmud Abouhalima
    Mahmud Abouhalima is an Egyptian-born Islamist militant who played a key role in organizing and carrying out the 1993 bombing of the World Trade Center in New York City.
  • D. Zakaria Mohieddin
    Zakaria Mohieddin was an Egyptian military officer and politician who played a key role in the 1952 revolution and later served in senior positions under President Gamal Abdel Nasser, including as vice president and prime minister.
  • E. Hisham Tawfiq
    Hisham Tawfiq is an American actor best known for his role as Dembe Zuma on the television series "The Blacklist."
  • 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: Abdel Raouf Dafri
Triple: [Braquo, writer, Abdel Raouf Dafri]
Generated description
Abdel Raouf Dafri is a French screenwriter known for his gritty crime dramas and work on acclaimed television series and films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Abdel Raouf Dafri
Target entity description: Abdel Raouf Dafri is a French screenwriter known for his gritty crime dramas and work on acclaimed television series and films.
  • A. Luttif Afif
    Luttif Afif was a Palestinian militant best known as one of the leaders of the 1972 Munich Olympics hostage-taking and massacre.
  • B. Marouf al-Bakhit
    Marouf al-Bakhit was a Jordanian military officer, diplomat, and politician who twice served as Jordan’s prime minister in the mid-2000s and early 2010s.
  • C. Mahmud Abouhalima
    Mahmud Abouhalima is an Egyptian-born Islamist militant who played a key role in organizing and carrying out the 1993 bombing of the World Trade Center in New York City.
  • D. Zakaria Mohieddin
    Zakaria Mohieddin was an Egyptian military officer and politician who played a key role in the 1952 revolution and later served in senior positions under President Gamal Abdel Nasser, including as vice president and prime minister.
  • E. Hisham Tawfiq
    Hisham Tawfiq is an American actor best known for his role as Dembe Zuma on the television series "The Blacklist."
  • 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_69d6aa5a4c4881908f39be6efe5981e5 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6dfe29b8081908eb13637e0475ba1 completed April 8, 2026, 11:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69d988530f288190b8150d159f723a74 completed April 10, 2026, 11:31 p.m.
NEDg Description generation batch_69d98afa316c8190b9645401d8e43f59 completed April 10, 2026, 11:42 p.m.
NED2 Entity disambiguation (via description) batch_69d98c013348819094bde38a057257b4 completed April 10, 2026, 11:47 p.m.
Created at: April 8, 2026, 9:05 p.m.