Triple
T20624311
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Panic of Girls |
E506777
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Kato Khandwala
Kato Khandwala was an American record producer and engineer known for his work in rock and alternative music with artists such as The Pretty Reckless and Blondie.
|
E1452229
|
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: Kato Khandwala | Statement: [Panic of Girls, producer, Kato Khandwala]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kato Khandwala Context triple: [Panic of Girls, producer, Kato Khandwala]
-
A.
Vanraj Bhatia
Vanraj Bhatia was an acclaimed Indian composer known for his pioneering work in parallel cinema and television, blending Western classical techniques with Indian musical traditions.
-
B.
Rajen Kothari
Rajen Kothari was an Indian cinematographer known for his visually expressive work in Hindi cinema, including acclaimed films like "Zubeidaa."
-
C.
Sanjiv Banga
Sanjiv Banga is an individual notable enough to be recognized as a prominent bearer of the surname Banga.
-
D.
Rajiv Batra
Rajiv Batra is a technology entrepreneur best known as a co-founder of the cybersecurity company Palo Alto Networks.
-
E.
Jassa Singh Ahluwalia
Jassa Singh Ahluwalia was an 18th-century Sikh military leader and statesman who played a key role in uniting Sikh misls and resisting Afghan and Mughal invasions in Punjab.
- 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: Kato Khandwala Triple: [Panic of Girls, producer, Kato Khandwala]
Generated description
Kato Khandwala was an American record producer and engineer known for his work in rock and alternative music with artists such as The Pretty Reckless and Blondie.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kato Khandwala Target entity description: Kato Khandwala was an American record producer and engineer known for his work in rock and alternative music with artists such as The Pretty Reckless and Blondie.
-
A.
Vanraj Bhatia
Vanraj Bhatia was an acclaimed Indian composer known for his pioneering work in parallel cinema and television, blending Western classical techniques with Indian musical traditions.
-
B.
Rajen Kothari
Rajen Kothari was an Indian cinematographer known for his visually expressive work in Hindi cinema, including acclaimed films like "Zubeidaa."
-
C.
Sanjiv Banga
Sanjiv Banga is an individual notable enough to be recognized as a prominent bearer of the surname Banga.
-
D.
Rajiv Batra
Rajiv Batra is a technology entrepreneur best known as a co-founder of the cybersecurity company Palo Alto Networks.
-
E.
Jassa Singh Ahluwalia
Jassa Singh Ahluwalia was an 18th-century Sikh military leader and statesman who played a key role in uniting Sikh misls and resisting Afghan and Mughal invasions in Punjab.
- 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_69e0b4bc90988190ac360aaf645efc1d |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6abe3d76c8190a8a5cb52bb9bfc2b |
completed | April 20, 2026, 10:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09005d4ae08190ab1a965499cc3fdd |
completed | May 16, 2026, 11:40 p.m. |
| NEDg | Description generation | batch_6a090229ba0c8190a6f429510d13789c |
completed | May 16, 2026, 11:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a090276d81c8190b0ffb4120504dfd3 |
completed | May 16, 2026, 11:49 p.m. |
Created at: April 16, 2026, 11:42 a.m.