Triple

T16785150
Position Surface form Disambiguated ID Type / Status
Subject My Brother the Devil E407951 entity
Predicate castMember P1668 FINISHED
Object Aymen Hamdouchi
Aymen Hamdouchi is an actor best known for his role in the British drama film "My Brother the Devil."
E1236054 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: Aymen Hamdouchi | Statement: [My Brother the Devil, castMember, Aymen Hamdouchi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aymen Hamdouchi
Context triple: [My Brother the Devil, castMember, Aymen Hamdouchi]
  • A. Karim Kharbouch
    Karim Kharbouch is the Moroccan-American rapper, singer, and songwriter better known by his stage name French Montana.
  • B. Tarik Azzougarh
    Tarik Azzougarh, better known by his stage name Cilvaringz, is a Moroccan-Dutch rapper and producer closely associated with the Wu-Tang Clan.
  • C. Mohamed Ennaceur
    Mohamed Ennaceur is a Tunisian politician who served as interim President of Tunisia in 2019 following the death of President Beji Caid Essebsi.
  • D. Franck Khalfoun
    Franck Khalfoun is a French-American filmmaker and actor best known for directing horror and thriller films such as the 2012 remake of "Maniac."
  • E. Nordine Oubaali
    Nordine Oubaali is a French-Moroccan professional boxer and former WBC bantamweight world champion known for his technical southpaw style.
  • 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: Aymen Hamdouchi
Triple: [My Brother the Devil, castMember, Aymen Hamdouchi]
Generated description
Aymen Hamdouchi is an actor best known for his role in the British drama film "My Brother the Devil."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aymen Hamdouchi
Target entity description: Aymen Hamdouchi is an actor best known for his role in the British drama film "My Brother the Devil."
  • A. Karim Kharbouch
    Karim Kharbouch is the Moroccan-American rapper, singer, and songwriter better known by his stage name French Montana.
  • B. Tarik Azzougarh
    Tarik Azzougarh, better known by his stage name Cilvaringz, is a Moroccan-Dutch rapper and producer closely associated with the Wu-Tang Clan.
  • C. Mohamed Ennaceur
    Mohamed Ennaceur is a Tunisian politician who served as interim President of Tunisia in 2019 following the death of President Beji Caid Essebsi.
  • D. Franck Khalfoun
    Franck Khalfoun is a French-American filmmaker and actor best known for directing horror and thriller films such as the 2012 remake of "Maniac."
  • E. Nordine Oubaali
    Nordine Oubaali is a French-Moroccan professional boxer and former WBC bantamweight world champion known for his technical southpaw style.
  • 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_69d8839270588190886720d9519bbf8f completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b21996cc81909deb88545af7079f completed April 18, 2026, 4:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00bb0adc408190a9cbfefdef8c669e completed May 10, 2026, 5:06 p.m.
NEDg Description generation batch_6a00bbb628208190b0be62a333e7e442 completed May 10, 2026, 5:09 p.m.
NED2 Entity disambiguation (via description) batch_6a00bc3a4b888190bd190b9330e2777d completed May 10, 2026, 5:11 p.m.
Created at: April 10, 2026, 5:22 a.m.