Triple
T1411050
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wipro Limited |
E31804
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object | M.H. Hasham Premji |
E5073
|
NE FINISHED |
How this triple was built (2 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: M.H. Hasham Premji | Statement: [Wipro Limited, foundedBy, M.H. Hasham Premji]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M.H. Hasham Premji Context triple: [Wipro Limited, foundedBy, M.H. Hasham Premji]
-
A.
Azim Premji
chosen
Azim Premji is an Indian business tycoon and philanthropist, best known as the longtime chairman of Wipro and one of the world’s leading charitable donors.
-
B.
Vikram Pandit
Vikram Pandit is an Indian-American banker best known for serving as the CEO of Citigroup during the global financial crisis.
-
C.
Gagan Biyani
Gagan Biyani is an entrepreneur best known as a co-founder of the online learning platform Udemy and for his work in the education technology sector.
-
D.
N. R. Narayana Murthy
N. R. Narayana Murthy is an Indian billionaire businessman best known as the co-founder of Infosys, a pioneering global IT services company.
-
E.
Ajit Jain
Ajit Jain is an Indian-American business executive best known as a top insurance lieutenant and potential successor to Warren Buffett at Berkshire Hathaway.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a49919a994819086528951bc224775 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c3e1da988190bc7c187e193539b6 |
completed | March 1, 2026, 10:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad232534f48190b1392c2fba119b7c |
completed | March 8, 2026, 7:20 a.m. |
Created at: March 1, 2026, 7:59 p.m.