Triple
T22266827
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Resurgent Asia: Diversity in Development |
E550371
|
entity |
| Predicate | hasAuthorBackground |
P938
|
FINISHED |
| Object | Deepak Nayyar is an economist |
—
|
NE NERFINISHED |
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: Deepak Nayyar is an economist | Statement: [Resurgent Asia: Diversity in Development, hasAuthorBackground, Deepak Nayyar is an economist]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deepak Nayyar is an economist Context triple: [Resurgent Asia: Diversity in Development, hasAuthorBackground, Deepak Nayyar is an economist]
-
A.
Arvind Panagariya
Arvind Panagariya is an Indian-American economist and policy expert known for his work on trade and development economics and for serving in top economic advisory roles in the Indian government.
-
B.
Deepak Nayyar
chosen
Deepak Nayyar is an Indian economist and academic known for his work on development economics and his leadership roles in major universities and international economic institutions.
-
C.
Deepak Nayar
Deepak Nayar is a film producer known for his work on independent and genre films, including the horror-comedy "Tucker & Dale vs. Evil."
-
D.
Raghuram Rajan
Raghuram Rajan is an Indian economist and academic who served as the 23rd Governor of the Reserve Bank of India and is renowned globally for his work on financial systems and economic policy.
-
E.
Abhijit Vinayak Banerjee
Abhijit Vinayak Banerjee is an Indian-American economist and Nobel laureate renowned for his experimental approach to alleviating global poverty.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e11e43d8208190aff4f9cf7f2c2a8a |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f141bc458c81909837373d749b915d |
completed | April 28, 2026, 11:24 p.m. |
Created at: April 16, 2026, 8:39 p.m.