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.