Triple
T20298380
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scarcity, Conflicts, and Cooperation |
E505412
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Pranab Bardhan |
—
|
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: Pranab Bardhan | Statement: [Scarcity, Conflicts, and Cooperation, author, Pranab Bardhan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pranab Bardhan Context triple: [Scarcity, Conflicts, and Cooperation, author, Pranab Bardhan]
-
A.
Pranab Bardhan
chosen
Pranab Bardhan is an Indian economist renowned for his work on political economy and development economics, particularly in the context of poverty, inequality, and institutions in developing countries.
-
B.
Pranab Sen
Pranab Sen is an Indian physicist and academic known for his contributions to statistical physics and complex systems.
-
C.
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.
-
D.
Kamu Mukherjee
Kamu Mukherjee was an Indian character actor known for his work in Bengali cinema, particularly in films by directors like Satyajit Ray.
-
E.
Shomu Mukherjee
Shomu Mukherjee was an Indian film director and producer from the prominent Mukherjee-Samarth family in Bollywood.
- 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_69e0b4b8ab648190906e18538c250148 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6770a2cec8190912d6b0dbabc78bc |
completed | April 20, 2026, 6:57 p.m. |
Created at: April 16, 2026, 11:16 a.m.