Triple
T20083947
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thapar |
E500073
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object |
Ajay Thapar
Ajay Thapar is an individual associated with the Thapar name, likely connected to the prominent Indian Thapar business or educational family.
|
E1429723
|
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: Ajay Thapar | Statement: [Thapar, usedBy, Ajay Thapar]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ajay Thapar Context triple: [Thapar, usedBy, Ajay Thapar]
-
A.
Sanjay Thapar
Sanjay Thapar is an individual associated with the use or application of something created or provided by Thapar, though specific public details about him are limited.
-
B.
Ravi Thapar
Ravi Thapar is an Indian politician who has served as a member of the Indian National Congress and held various public offices.
-
C.
Anil Thapar
Anil Thapar is an individual likely associated with or utilizing resources or works related to the name Thapar, potentially in an academic or professional context.
-
D.
Vijay Kumar Thapar
Vijay Kumar Thapar is an individual associated with the name or brand "Thapar," likely as a user or beneficiary of its services or products.
-
E.
Valmik Thapar
Valmik Thapar is an Indian conservationist, author, and wildlife expert best known for his extensive work on tiger conservation and natural history in 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: Ajay Thapar Triple: [Thapar, usedBy, Ajay Thapar]
Generated description
Ajay Thapar is an individual associated with the Thapar name, likely connected to the prominent Indian Thapar business or educational family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ajay Thapar Target entity description: Ajay Thapar is an individual associated with the Thapar name, likely connected to the prominent Indian Thapar business or educational family.
-
A.
Sanjay Thapar
Sanjay Thapar is an individual associated with the use or application of something created or provided by Thapar, though specific public details about him are limited.
-
B.
Ravi Thapar
Ravi Thapar is an Indian politician who has served as a member of the Indian National Congress and held various public offices.
-
C.
Anil Thapar
Anil Thapar is an individual likely associated with or utilizing resources or works related to the name Thapar, potentially in an academic or professional context.
-
D.
Vijay Kumar Thapar
Vijay Kumar Thapar is an individual associated with the name or brand "Thapar," likely as a user or beneficiary of its services or products.
-
E.
Valmik Thapar
Valmik Thapar is an Indian conservationist, author, and wildlife expert best known for his extensive work on tiger conservation and natural history in 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_69da627770948190997f486f9a2e370f |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e6655a2d2c81908a6b8fd2f209a825 |
completed | April 20, 2026, 5:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a087b05ecf48190ac8f13affe061d36 |
completed | May 16, 2026, 2:11 p.m. |
| NEDg | Description generation | batch_6a088014c30c8190937586dc3f23862e |
completed | May 16, 2026, 2:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08810e37c08190bd7e8b584204064c |
completed | May 16, 2026, 2:37 p.m. |
Created at: April 11, 2026, 3:41 p.m.