Triple

T22527978
Position Surface form Disambiguated ID Type / Status
Subject Alexandria Again and Forever E556956 entity
Predicate hasCastMember P2308 FINISHED
Object Mahmoud Hemeida
Mahmoud Hemeida is an Egyptian actor known for his prominent roles in Egyptian cinema and television.
E1556182 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: Mahmoud Hemeida | Statement: [Alexandria Again and Forever, hasCastMember, Mahmoud Hemeida]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mahmoud Hemeida
Context triple: [Alexandria Again and Forever, hasCastMember, Mahmoud Hemeida]
  • 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. Ahmed Marei
    Ahmed Marei is an Egyptian actor best known for his leading role in the classic 1969 film "The Night of Counting the Years."
  • C. Nabil Amer
    Nabil Amer is a person notable enough to be recognized as a namesake of the surname Amer.
  • D. Hisham Tawfiq
    Hisham Tawfiq is an American actor best known for his role as Dembe Zuma on the television series "The Blacklist."
  • E. Samir Amer
    Samir Amer is a notable individual recognized for bearing the surname Amer.
  • 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: Mahmoud Hemeida
Triple: [Alexandria Again and Forever, hasCastMember, Mahmoud Hemeida]
Generated description
Mahmoud Hemeida is an Egyptian actor known for his prominent roles in Egyptian cinema and television.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mahmoud Hemeida
Target entity description: Mahmoud Hemeida is an Egyptian actor known for his prominent roles in Egyptian cinema and television.
  • 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. Ahmed Marei
    Ahmed Marei is an Egyptian actor best known for his leading role in the classic 1969 film "The Night of Counting the Years."
  • C. Nabil Amer
    Nabil Amer is a person notable enough to be recognized as a namesake of the surname Amer.
  • D. Hisham Tawfiq
    Hisham Tawfiq is an American actor best known for his role as Dembe Zuma on the television series "The Blacklist."
  • E. Samir Amer
    Samir Amer is a notable individual recognized for bearing the surname Amer.
  • 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_69f15ed4d4608190ba93bb54f15334a5 completed April 29, 2026, 1:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ba7940748819086a70246e90b6f91 completed May 18, 2026, 11:58 p.m.
NEDg Description generation batch_6a0ba7fee49481909915675cd5b21df2 completed May 18, 2026, 11:59 p.m.
NED2 Entity disambiguation (via description) batch_6a0ba8ac6b008190bf0441b47af7d93b completed May 19, 2026, 12:02 a.m.
Created at: April 16, 2026, 8:51 p.m.