Triple
T6988406
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pulapre Balakrishnan |
E162022
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | Centre for Development Studies |
E615257
|
NE FINISHED |
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: Centre for Development Studies | Statement: [Pulapre Balakrishnan, employer, Centre for Development Studies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Centre for Development Studies Context triple: [Pulapre Balakrishnan, employer, Centre for Development Studies]
-
A.
Centre for Development Studies, Thiruvananthapuram
chosen
The Centre for Development Studies, Thiruvananthapuram is a prominent Indian research and teaching institution specializing in economics and development studies, particularly known for its work on Kerala’s development experience.
-
B.
Indian Council of Social Science Research
The Indian Council of Social Science Research is a premier Indian government-funded body that promotes, coordinates, and supports advanced research in the social sciences across the country.
-
C.
National Institute of Urban Affairs
The National Institute of Urban Affairs is an autonomous research and capacity-building organization in India that focuses on urban policy, planning, and governance to support sustainable and inclusive city development.
-
D.
Centre for Dalit and Minorities Studies
The Centre for Dalit and Minorities Studies is an academic and research centre at Jamia Millia Islamia focused on the study, advocacy, and empowerment of Dalit and other marginalized minority communities in India.
-
E.
Center for Development Economics
The Center for Development Economics is a graduate program at Williams College focused on training economists and policymakers to address economic development challenges in low- and middle-income countries.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c68856d7808190ab33ee914640281b |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6dbbd926c8190a8b60527bd553fa3 |
completed | March 27, 2026, 7:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c761d3f07081908892cdcac8e0917c |
completed | March 28, 2026, 5:06 a.m. |
Created at: March 27, 2026, 2:32 p.m.