Triple

T2833642
Position Surface form Disambiguated ID Type / Status
Subject Mustafa E62297 entity
Predicate hasVariant P455 FINISHED
Object Moustafà
Moustafà is a variant spelling of the given name Mustafa, a common Arabic name meaning "the chosen one."
 E311736 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: Moustafà | Statement: [Mustafa, hasVariant, Moustafà]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Moustafà
Context triple: [Mustafa, hasVariant, Moustafà]
  • A. Said Malek
    Said Malek is the father of Academy Award–winning actor Rami Malek.
  • B. Nabil
    Nabil is a common Arabic given name meaning "noble" or "honorable," used across many Arabic-speaking and Muslim-majority cultures.
  • C. Marwan Kenzari
    Marwan Kenzari is a Dutch-Tunisian actor known for his roles in international films such as Disney’s live-action Aladdin and various Hollywood thrillers and dramas.
  • D. Eissa Al Mana
    Eissa Al Mana is the son of American singer Janet Jackson and Qatari businessman Wissam Al Mana, born in 2017.
  • E. Zero Moustafa
    Zero Moustafa is the loyal lobby boy-turned-owner of the Grand Budapest Hotel and the central narrator of Wes Anderson’s film "The Grand Budapest Hotel."
  • 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: Moustafà
Triple: [Mustafa, hasVariant, Moustafà]
Generated description
Moustafà is a variant spelling of the given name Mustafa, a common Arabic name meaning "the chosen one."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Moustafà
Target entity description: Moustafà is a variant spelling of the given name Mustafa, a common Arabic name meaning "the chosen one."
  • A. Said Malek
    Said Malek is the father of Academy Award–winning actor Rami Malek.
  • B. Nabil
    Nabil is a common Arabic given name meaning "noble" or "honorable," used across many Arabic-speaking and Muslim-majority cultures.
  • C. Marwan Kenzari
    Marwan Kenzari is a Dutch-Tunisian actor known for his roles in international films such as Disney’s live-action Aladdin and various Hollywood thrillers and dramas.
  • D. Eissa Al Mana
    Eissa Al Mana is the son of American singer Janet Jackson and Qatari businessman Wissam Al Mana, born in 2017.
  • E. Zero Moustafa
    Zero Moustafa is the loyal lobby boy-turned-owner of the Grand Budapest Hotel and the central narrator of Wes Anderson’s film "The Grand Budapest Hotel."
  • 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_69ab4c3c39188190955b9c49d98463d8 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdec036dc8190bc2d974f6d82eda9 completed March 7, 2026, 8:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0863e6c5c8190a15c0ade9f2df7b1 completed March 10, 2026, 8:59 p.m.
NEDg Description generation batch_69b0d6ea312c8190864c1d16a7824195 completed March 11, 2026, 2:43 a.m.
NED2 Entity disambiguation (via description) batch_69b0daa886408190a7f48a2000055cdc completed March 11, 2026, 2:59 a.m.
Created at: March 6, 2026, 10:01 p.m.