Triple
T247669
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Azim Premji |
E5073
|
entity |
| Predicate | tookOverCompanyFrom |
P8756
|
FINISHED |
| Object |
Mohamed Hashem Premji
Mohamed Hashem Premji was an Indian businessman and founder of the company that his son, Azim Premji, later transformed into the global IT services giant Wipro.
|
E5073
|
NE FINISHED |
How this triple was built (5 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: Mohamed Hashem Premji | Statement: [Azim Premji, tookOverCompanyFrom, Mohamed Hashem Premji]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mohamed Hashem Premji Context triple: [Azim Premji, tookOverCompanyFrom, Mohamed Hashem Premji]
-
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.
Neal Mohan
Neal Mohan is an Indian-American technology executive and digital advertising expert who serves as the CEO of YouTube.
-
C.
Mahadev Desai
Mahadev Desai was an Indian independence activist, writer, and close associate and secretary of Mahatma Gandhi, known for translating Gandhi’s autobiography into English and documenting the freedom struggle.
-
D.
Ajay Banga
Ajay Banga is an Indian-American business executive and former Mastercard CEO who became president of the World Bank, focusing on global development and climate-related challenges.
-
E.
P. L. Deshpande
P. L. Deshpande was a celebrated Marathi writer, humorist, actor, and music composer, renowned for his witty literature and contributions to Marathi theatre and cinema.
- 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: Mohamed Hashem Premji Triple: [Azim Premji, tookOverCompanyFrom, Mohamed Hashem Premji]
Generated description
Mohamed Hashem Premji was an Indian businessman and founder of the company that his son, Azim Premji, later transformed into the global IT services giant Wipro.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mohamed Hashem Premji Target entity description: Mohamed Hashem Premji was an Indian businessman and founder of the company that his son, Azim Premji, later transformed into the global IT services giant Wipro.
-
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.
Neal Mohan
Neal Mohan is an Indian-American technology executive and digital advertising expert who serves as the CEO of YouTube.
-
C.
Mahadev Desai
Mahadev Desai was an Indian independence activist, writer, and close associate and secretary of Mahatma Gandhi, known for translating Gandhi’s autobiography into English and documenting the freedom struggle.
-
D.
Ajay Banga
Ajay Banga is an Indian-American business executive and former Mastercard CEO who became president of the World Bank, focusing on global development and climate-related challenges.
-
E.
P. L. Deshpande
P. L. Deshpande was a celebrated Marathi writer, humorist, actor, and music composer, renowned for his witty literature and contributions to Marathi theatre and cinema.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: tookOverCompanyFrom Context triple: [Azim Premji, tookOverCompanyFrom, Mohamed Hashem Premji]
-
A.
formerParentCompany
Indicates that one entity previously served as the parent company of another but no longer holds that status.
-
B.
succeededByCompanyName
Indicates that one company is followed or replaced by another company as its successor.
-
C.
parentCompanyAfterMerger
Indicates that one company is the resulting parent company of another following a merger.
-
D.
laterParentCompany
Indicates that one entity became the parent company of another entity at a later point in time, after some prior state or relationship.
-
E.
company
Indicates that an entity is a business organization engaged in commercial, industrial, or professional activities.
- F. None of above. chosen
Provenance (7 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_69a257c4bf688190a46ebbf411ab7473 |
completed | Feb. 28, 2026, 2:49 a.m. |
| NER | Named-entity recognition | batch_69a25d154ebc819087a5c9dc4f62ff44 |
completed | Feb. 28, 2026, 3:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a37371d2548190a71a1b15d6f9ce3c |
completed | Feb. 28, 2026, 11 p.m. |
| NEDg | Description generation | batch_69a373f650588190af71549fb7df4ae6 |
completed | Feb. 28, 2026, 11:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a374a737f88190a4b2d838db12cc4e |
completed | Feb. 28, 2026, 11:05 p.m. |
| PD | Predicate disambiguation | batch_69a25b64ea3081908de626a0e1445bdb |
completed | Feb. 28, 2026, 3:05 a.m. |
| PDg | Predicate description generation | batch_69a25c2ca46c81908c61696f31e59a98 |
completed | Feb. 28, 2026, 3:08 a.m. |
Created at: Feb. 28, 2026, 2:54 a.m.