Triple
T881206
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stanford Graduate School of Business |
E19029
|
entity |
| Predicate | hasNotableAlumni |
P51
|
FINISHED |
| Object |
Mukesh Ambani
Mukesh Ambani is an Indian billionaire industrialist and chairman of Reliance Industries, one of the largest conglomerates in India.
|
E103570
|
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: Mukesh Ambani | Statement: [Stanford Graduate School of Business, hasNotableAlumni, Mukesh Ambani]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mukesh Ambani Context triple: [Stanford Graduate School of Business, hasNotableAlumni, Mukesh Ambani]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Om Birla
Om Birla is an Indian politician from the Bharatiya Janata Party who serves as the Speaker of the Lok Sabha, the lower house of India's Parliament.
-
E.
Shankarlal Banker
Shankarlal Banker was an Indian freedom fighter and close associate of Mahatma Gandhi who played a key role in early nationalist movements and civil disobedience campaigns.
- 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: Mukesh Ambani Triple: [Stanford Graduate School of Business, hasNotableAlumni, Mukesh Ambani]
Generated description
Mukesh Ambani is an Indian billionaire industrialist and chairman of Reliance Industries, one of the largest conglomerates in India.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mukesh Ambani Target entity description: Mukesh Ambani is an Indian billionaire industrialist and chairman of Reliance Industries, one of the largest conglomerates in India.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Om Birla
Om Birla is an Indian politician from the Bharatiya Janata Party who serves as the Speaker of the Lok Sabha, the lower house of India's Parliament.
-
E.
Shankarlal Banker
Shankarlal Banker was an Indian freedom fighter and close associate of Mahatma Gandhi who played a key role in early nationalist movements and civil disobedience campaigns.
- 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_69a4939c32488190a7ccd41cf0abb22b |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4accb653c81909fe0753f78145be9 |
completed | March 1, 2026, 9:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7b85883c481909261bde7fdebcde1 |
completed | March 4, 2026, 4:43 a.m. |
| NEDg | Description generation | batch_69a7b95117e881908efe83c0f8b685fe |
completed | March 4, 2026, 4:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7b9a6edd48190a1feff7e887f76ba |
completed | March 4, 2026, 4:48 a.m. |
Created at: March 1, 2026, 7:39 p.m.