Triple

T2160630
Position Surface form Disambiguated ID Type / Status
Subject The Grand Budapest Hotel E47991 entity
Predicate mainCharacter P1183 FINISHED
Object 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."
E240286 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: Zero Moustafa | Statement: [The Grand Budapest Hotel, mainCharacter, Zero Moustafa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zero Moustafa
Context triple: [The Grand Budapest Hotel, mainCharacter, Zero Moustafa]
  • A. 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.
  • B. Saif al-Adel
    Saif al-Adel is a senior Egyptian militant and former military officer widely believed to be the de facto leader of al-Qaeda and a key strategist behind several major terrorist operations.
  • C. Mahmoud
    Mahmoud is a common Arabic male given name widely used across the Middle East and Muslim-majority countries.
  • D. Nabil
    Nabil is a common Arabic given name meaning "noble" or "honorable," used across many Arabic-speaking and Muslim-majority cultures.
  • E. Amer Wagdi
    Amer Wagdi is a central character in Naguib Mahfouz’s novel "Miramar," representing the older generation’s memories and perspectives amid Egypt’s social and political change.
  • 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: Zero Moustafa
Triple: [The Grand Budapest Hotel, mainCharacter, Zero Moustafa]
Generated description
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."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zero Moustafa
Target entity description: 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."
  • A. 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.
  • B. Saif al-Adel
    Saif al-Adel is a senior Egyptian militant and former military officer widely believed to be the de facto leader of al-Qaeda and a key strategist behind several major terrorist operations.
  • C. Mahmoud
    Mahmoud is a common Arabic male given name widely used across the Middle East and Muslim-majority countries.
  • D. Nabil
    Nabil is a common Arabic given name meaning "noble" or "honorable," used across many Arabic-speaking and Muslim-majority cultures.
  • E. Amer Wagdi
    Amer Wagdi is a central character in Naguib Mahfouz’s novel "Miramar," representing the older generation’s memories and perspectives amid Egypt’s social and political change.
  • 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_69a88a1d1fd8819088b34990d69a712f completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe8894d481908eda9363fd36fea6 completed March 7, 2026, 5:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58e9ceb08190871ff9c57ece23c0 completed March 9, 2026, 5:21 a.m.
NEDg Description generation batch_69ae5a3db428819083d73b4295c4e829 completed March 9, 2026, 5:27 a.m.
NED2 Entity disambiguation (via description) batch_69ae5a9b72188190bceb31975461206f completed March 9, 2026, 5:28 a.m.
Created at: March 4, 2026, 7:45 p.m.