Triple

T14637594
Position Surface form Disambiguated ID Type / Status
Subject Man Push Cart E343645 entity
Predicate mainCharacter P1183 FINISHED
Object Ahmad
Ahmad is the central protagonist of the story "Man Push Cart," a former Pakistani rock star struggling to make a living as a street vendor in New York City.
 E1124826 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: Ahmad | Statement: [Man Push Cart, mainCharacter, Ahmad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ahmad
Context triple: [Man Push Cart, mainCharacter, Ahmad]
  • A. Ahmad
    Ahmad is the narrator of the film "Soul Food," providing the story’s perspective and emotional throughline.
  • B. Ahmad
    Ahmad is the deposed king and heroic protagonist in the 1940 fantasy film "The Thief of Bagdad."
  • C. Aḥmad
    Aḥmad is the given name of the renowned Egyptian Sufi master and Maliki jurist Ibn ‘Ata’ Allah al-Iskandari, a key figure in the Shadhili order.
  • D. Mohamad
    Mohamad is a masculine given name of Arabic origin, commonly used as a variant spelling of Muhammad.
  • E. Ahmed
    Ahmed is a common Arabic male given name meaning "most commendable" or "most praiseworthy."
  • 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: Ahmad
Triple: [Man Push Cart, mainCharacter, Ahmad]
Generated description
Ahmad is the central protagonist of the story "Man Push Cart," a former Pakistani rock star struggling to make a living as a street vendor in New York City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ahmad
Target entity description: Ahmad is the central protagonist of the story "Man Push Cart," a former Pakistani rock star struggling to make a living as a street vendor in New York City.
  • A. Ahmad
    Ahmad is the narrator of the film "Soul Food," providing the story’s perspective and emotional throughline.
  • B. Ahmad
    Ahmad is the deposed king and heroic protagonist in the 1940 fantasy film "The Thief of Bagdad."
  • C. Aḥmad
    Aḥmad is the given name of the renowned Egyptian Sufi master and Maliki jurist Ibn ‘Ata’ Allah al-Iskandari, a key figure in the Shadhili order.
  • D. Mohamad
    Mohamad is a masculine given name of Arabic origin, commonly used as a variant spelling of Muhammad.
  • E. Ahmed
    Ahmed is a common Arabic male given name meaning "most commendable" or "most praiseworthy."
  • 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_69d822dffc3c8190aa173b90761bffda completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4aca6448190adf1042dfbfef716 completed April 14, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe6b40633481909882645f73d3e2c6 completed May 8, 2026, 11:01 p.m.
NEDg Description generation batch_69fe6c8d134c8190a2d9b85f0b9aadd8 completed May 8, 2026, 11:06 p.m.
NED2 Entity disambiguation (via description) batch_69fe6dc30ee48190824b137237bd6312 completed May 8, 2026, 11:12 p.m.
Created at: April 10, 2026, 1:26 a.m.