Triple

T22527820
Position Surface form Disambiguated ID Type / Status
Subject Arab cinema E556953 entity
Predicate hasNotableDirector P4744 FINISHED
Object Marwan Hamed
Marwan Hamed is an acclaimed Egyptian film director known for his influential, visually distinctive contributions to contemporary Arab cinema.
E1552835 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: Marwan Hamed | Statement: [Arab cinema, hasNotableDirector, Marwan Hamed]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marwan Hamed
Context triple: [Arab cinema, hasNotableDirector, Marwan Hamed]
  • A. Khaled Said
    Khaled Said was an Egyptian man whose brutal death at the hands of police in 2010 became a symbol of state repression and helped spark the Egyptian Revolution of 2011.
  • B. Mohammed Diab Ibrahim al-Masri
    Mohammed Diab Ibrahim al-Masri, better known as Mohammed Deif, is a senior Hamas military commander and long-time leader of the Izz ad-Din al-Qassam Brigades.
  • C. Ayman Nour
    Ayman Nour is an Egyptian liberal politician and opposition leader known for challenging Hosni Mubarak’s rule and advocating for democratic reforms.
  • D. Taha Yassin Ramadan
    Taha Yassin Ramadan was an Iraqi politician who served as one of Saddam Hussein’s closest aides and as Vice President of Iraq before being convicted and executed for crimes against humanity after the fall of his regime.
  • E. Marwan al-Himar
    Marwan al-Himar, better known as Marwan II, was the last Umayyad caliph who ruled from 744 to 750 CE before the dynasty was overthrown by the Abbasid Revolution.
  • 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: Marwan Hamed
Triple: [Arab cinema, hasNotableDirector, Marwan Hamed]
Generated description
Marwan Hamed is an acclaimed Egyptian film director known for his influential, visually distinctive contributions to contemporary Arab cinema.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marwan Hamed
Target entity description: Marwan Hamed is an acclaimed Egyptian film director known for his influential, visually distinctive contributions to contemporary Arab cinema.
  • A. Khaled Said
    Khaled Said was an Egyptian man whose brutal death at the hands of police in 2010 became a symbol of state repression and helped spark the Egyptian Revolution of 2011.
  • B. Mohammed Diab Ibrahim al-Masri
    Mohammed Diab Ibrahim al-Masri, better known as Mohammed Deif, is a senior Hamas military commander and long-time leader of the Izz ad-Din al-Qassam Brigades.
  • C. Ayman Nour
    Ayman Nour is an Egyptian liberal politician and opposition leader known for challenging Hosni Mubarak’s rule and advocating for democratic reforms.
  • D. Taha Yassin Ramadan
    Taha Yassin Ramadan was an Iraqi politician who served as one of Saddam Hussein’s closest aides and as Vice President of Iraq before being convicted and executed for crimes against humanity after the fall of his regime.
  • E. Marwan al-Himar
    Marwan al-Himar, better known as Marwan II, was the last Umayyad caliph who ruled from 744 to 750 CE before the dynasty was overthrown by the Abbasid Revolution.
  • 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_69e11e57483c8190b0887c4f8ff26446 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15ed411488190a51320930b9805c2 completed April 29, 2026, 1:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b98002ca08190990e9ecea1dfaa15 completed May 18, 2026, 10:51 p.m.
NEDg Description generation batch_6a0b9884cb548190958d16f42be4bea8 completed May 18, 2026, 10:53 p.m.
NED2 Entity disambiguation (via description) batch_6a0b98e7887881909ec9cc4a2a2167c5 completed May 18, 2026, 10:55 p.m.
Created at: April 16, 2026, 8:51 p.m.