Triple
T2849568
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wharton School of the University of Pennsylvania |
E63058
|
entity |
| Predicate | hasAlumnus |
P51
|
FINISHED |
| Object |
Anil Ambani
Anil Ambani is an Indian businessman and chairman of the Reliance Group, known for his prominent role in telecommunications, infrastructure, and financial services.
|
E302963
|
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: Anil Ambani | Statement: [Wharton School of the University of Pennsylvania, hasAlumnus, Anil Ambani]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Anil Ambani Context triple: [Wharton School of the University of Pennsylvania, hasAlumnus, Anil Ambani]
-
A.
Mukesh Ambani
Mukesh Ambani is an Indian billionaire industrialist and chairman of Reliance Industries, one of the largest conglomerates in India.
-
B.
Azim Premji
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.
-
C.
Rishad Premji
Rishad Premji is an Indian business executive who serves as the chairman of Wipro Limited, one of India’s leading global IT services companies.
-
D.
Shahid Khan
Shahid Khan is a Pakistani-American billionaire businessman and sports tycoon best known as the owner of the NFL’s Jacksonville Jaguars and the English football club Fulham FC.
-
E.
Mohamed Premji
Mohamed Premji was an Indian industrialist and entrepreneur best known as the founder of Wipro, which he built into a major business conglomerate.
- 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: Anil Ambani Triple: [Wharton School of the University of Pennsylvania, hasAlumnus, Anil Ambani]
Generated description
Anil Ambani is an Indian businessman and chairman of the Reliance Group, known for his prominent role in telecommunications, infrastructure, and financial services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Anil Ambani Target entity description: Anil Ambani is an Indian businessman and chairman of the Reliance Group, known for his prominent role in telecommunications, infrastructure, and financial services.
-
A.
Mukesh Ambani
Mukesh Ambani is an Indian billionaire industrialist and chairman of Reliance Industries, one of the largest conglomerates in India.
-
B.
Azim Premji
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.
-
C.
Rishad Premji
Rishad Premji is an Indian business executive who serves as the chairman of Wipro Limited, one of India’s leading global IT services companies.
-
D.
Shahid Khan
Shahid Khan is a Pakistani-American billionaire businessman and sports tycoon best known as the owner of the NFL’s Jacksonville Jaguars and the English football club Fulham FC.
-
E.
Mohamed Premji
Mohamed Premji was an Indian industrialist and entrepreneur best known as the founder of Wipro, which he built into a major business conglomerate.
- 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_69ab4c407c408190857d25e027155ce9 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdf41ac24819087c5b72e3b84117c |
completed | March 7, 2026, 8:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afe8df46c881909a5f0d1d0eef9a42 |
completed | March 10, 2026, 9:48 a.m. |
| NEDg | Description generation | batch_69afe948ba148190a88126df32f16be2 |
completed | March 10, 2026, 9:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0018170908190976f849380841b17 |
completed | March 10, 2026, 11:33 a.m. |
Created at: March 6, 2026, 10:02 p.m.