Triple
T5204893
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jagdish Bhagwati |
E117484
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Padma Desai
Padma Desai was a prominent Indian-born American economist and Columbia University professor known for her influential work on Soviet and Russian economic reform and development economics.
|
E506975
|
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: Padma Desai | Statement: [Jagdish Bhagwati, spouse, Padma Desai]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Padma Desai Context triple: [Jagdish Bhagwati, spouse, Padma Desai]
-
A.
Sunetra Sastry
Sunetra Sastry is a British makeup artist best known for her long-term marriage to comedian and actor Rowan Atkinson.
-
B.
Shyamala Gopalan
Shyamala Gopalan was an Indian-born cancer researcher and civil rights activist best known as the mother of U.S. Vice President Kamala Harris.
-
C.
Renuka Tagore
Renuka Tagore was a member of the Tagore family of Bengal, known primarily as a daughter of Mrinalini Devi and thus part of the extended circle around Nobel laureate Rabindranath Tagore.
-
D.
Rukmini Devi Arundale
Rukmini Devi Arundale was an Indian theosophist, dancer, and cultural reformer renowned for reviving and reimagining the classical dance form Bharatanatyam and for founding the Kalakshetra Foundation in Chennai.
-
E.
Pu La Deshpande
Pu La Deshpande was a celebrated Marathi writer, humorist, actor, and music composer, renowned for his witty literature and influential contributions to Marathi arts and culture.
- 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: Padma Desai Triple: [Jagdish Bhagwati, spouse, Padma Desai]
Generated description
Padma Desai was a prominent Indian-born American economist and Columbia University professor known for her influential work on Soviet and Russian economic reform and development economics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Padma Desai Target entity description: Padma Desai was a prominent Indian-born American economist and Columbia University professor known for her influential work on Soviet and Russian economic reform and development economics.
-
A.
Sunetra Sastry
Sunetra Sastry is a British makeup artist best known for her long-term marriage to comedian and actor Rowan Atkinson.
-
B.
Shyamala Gopalan
Shyamala Gopalan was an Indian-born cancer researcher and civil rights activist best known as the mother of U.S. Vice President Kamala Harris.
-
C.
Renuka Tagore
Renuka Tagore was a member of the Tagore family of Bengal, known primarily as a daughter of Mrinalini Devi and thus part of the extended circle around Nobel laureate Rabindranath Tagore.
-
D.
Rukmini Devi Arundale
Rukmini Devi Arundale was an Indian theosophist, dancer, and cultural reformer renowned for reviving and reimagining the classical dance form Bharatanatyam and for founding the Kalakshetra Foundation in Chennai.
-
E.
Pu La Deshpande
Pu La Deshpande was a celebrated Marathi writer, humorist, actor, and music composer, renowned for his witty literature and influential contributions to Marathi arts and culture.
- 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_69bd4463dd3c81909966123f20b79d57 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7a47c3c481909b49313f1bb0af0d |
completed | March 20, 2026, 4:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69befe5aabbc8190bc09eaffb5ec9776 |
completed | March 21, 2026, 8:23 p.m. |
| NEDg | Description generation | batch_69beff0dda548190831d34282afa9b8e |
completed | March 21, 2026, 8:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beff6890f4819088cb053bcdb4f8a1 |
completed | March 21, 2026, 8:28 p.m. |
Created at: March 20, 2026, 1:47 p.m.