Triple

T8066933
Position Surface form Disambiguated ID Type / Status
Subject Make Her Say E188265 entity
Predicate musicVideoDirector P4911 FINISHED
Object Nez Khammal
Nez Khammal is a British music video director known for his visually distinctive work with prominent hip-hop and pop artists.
E709573 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: Nez Khammal | Statement: [Make Her Say, musicVideoDirector, Nez Khammal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nez Khammal
Context triple: [Make Her Say, musicVideoDirector, Nez Khammal]
  • A. Madhan Karky
    Madhan Karky is an Indian lyricist, dialogue writer, and technologist known for his innovative work in Tamil cinema and contributions to major films like Baahubali: The Beginning.
  • B. Surama Ghatak
    Surama Ghatak was the wife of renowned Indian filmmaker Ritwik Ghatak and a figure associated with his personal and artistic life.
  • C. Numaish Chowrangi
    Numaish Chowrangi is a major traffic intersection and commercial area in central Karachi, Pakistan, known as a key gateway to the city’s downtown and nearby civic landmarks.
  • D. Sakharam
    Sakharam is the central character of Vijay Tendulkar’s controversial Marathi play "Sakharam Binder," known for his cynical, domineering attitude toward women and social norms.
  • E. Shyam
    Shyam is the young protagonist of the classic Marathi autobiographical novel "Shyamchi Aai," depicting his deep bond with his mother and his moral and emotional growth.
  • 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: Nez Khammal
Triple: [Make Her Say, musicVideoDirector, Nez Khammal]
Generated description
Nez Khammal is a British music video director known for his visually distinctive work with prominent hip-hop and pop artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nez Khammal
Target entity description: Nez Khammal is a British music video director known for his visually distinctive work with prominent hip-hop and pop artists.
  • A. Madhan Karky
    Madhan Karky is an Indian lyricist, dialogue writer, and technologist known for his innovative work in Tamil cinema and contributions to major films like Baahubali: The Beginning.
  • B. Surama Ghatak
    Surama Ghatak was the wife of renowned Indian filmmaker Ritwik Ghatak and a figure associated with his personal and artistic life.
  • C. Numaish Chowrangi
    Numaish Chowrangi is a major traffic intersection and commercial area in central Karachi, Pakistan, known as a key gateway to the city’s downtown and nearby civic landmarks.
  • D. Sakharam
    Sakharam is the central character of Vijay Tendulkar’s controversial Marathi play "Sakharam Binder," known for his cynical, domineering attitude toward women and social norms.
  • E. Shyam
    Shyam is the young protagonist of the classic Marathi autobiographical novel "Shyamchi Aai," depicting his deep bond with his mother and his moral and emotional growth.
  • 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_69ca82b42674819086840efea12478e5 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3ff75d208190b7c53d2fe55878ac completed March 31, 2026, 3:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc63e1ed44819083ed9db6c9d7b0fd completed April 1, 2026, 12:16 a.m.
NEDg Description generation batch_69cc651c5f788190908c6d84c58cba0f completed April 1, 2026, 12:21 a.m.
NED2 Entity disambiguation (via description) batch_69cc6649d2348190996802140b455348 completed April 1, 2026, 12:26 a.m.
Created at: March 30, 2026, 5:26 p.m.