Triple
T6320142
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chandra Shekhar Tiwari |
E141716
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Tiwari
Tiwari is an Indian surname traditionally associated with Brahmin communities, particularly in northern India.
|
E585382
|
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: Tiwari | Statement: [Chandra Shekhar Tiwari, familyName, Tiwari]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tiwari Context triple: [Chandra Shekhar Tiwari, familyName, Tiwari]
-
A.
Tripathi
Tripathi is an Indian-origin surname commonly associated with Hindu Brahmin communities, particularly in northern India.
-
B.
Rupesh Kumar Srivastava
Rupesh Kumar Srivastava is a computer scientist and researcher known for his work in deep learning and neural networks, including influential collaborations with Christian Szegedy.
-
C.
Rajesh Kumar Mishra
Rajesh Kumar Mishra is an Indian politician known for serving as a Member of Parliament representing the Varanasi Lok Sabha constituency.
-
D.
Tinku Jain
Tinku Jain is known as the spouse of Ajit Jain, the prominent Berkshire Hathaway insurance executive and close associate of Warren Buffett.
-
E.
Agrawal
Agrawal is an Indian surname commonly associated with a prominent mercantile and business community originating from northern India.
- 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: Tiwari Triple: [Chandra Shekhar Tiwari, familyName, Tiwari]
Generated description
Tiwari is an Indian surname traditionally associated with Brahmin communities, particularly in northern India.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tiwari Target entity description: Tiwari is an Indian surname traditionally associated with Brahmin communities, particularly in northern India.
-
A.
Tripathi
Tripathi is an Indian-origin surname commonly associated with Hindu Brahmin communities, particularly in northern India.
-
B.
Rupesh Kumar Srivastava
Rupesh Kumar Srivastava is a computer scientist and researcher known for his work in deep learning and neural networks, including influential collaborations with Christian Szegedy.
-
C.
Rajesh Kumar Mishra
Rajesh Kumar Mishra is an Indian politician known for serving as a Member of Parliament representing the Varanasi Lok Sabha constituency.
-
D.
Tinku Jain
Tinku Jain is known as the spouse of Ajit Jain, the prominent Berkshire Hathaway insurance executive and close associate of Warren Buffett.
-
E.
Agrawal
Agrawal is an Indian surname commonly associated with a prominent mercantile and business community originating from northern India.
- 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_69c008d13b8c8190be47d896eb735605 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c064c4ed7c8190bd066dc7cd3d1329 |
completed | March 22, 2026, 9:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c5e48485308190adc2208ad46faaa7 |
completed | March 27, 2026, 1:59 a.m. |
| NEDg | Description generation | batch_69c5f50ea1f08190bc475eab7b3ec6f0 |
completed | March 27, 2026, 3:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c5f57691cc8190b07ecfa16d1eac20 |
completed | March 27, 2026, 3:11 a.m. |
Created at: March 22, 2026, 4:29 p.m.