Triple
T23194288
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Economic liberalization in India, 1991 reforms |
E579832
|
entity |
| Predicate | keyArchitect |
P12808
|
FINISHED |
| Object | Finance Minister Manmohan Singh |
—
|
NE NERFINISHED |
How this triple was built (3 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: Finance Minister Manmohan Singh | Statement: [Economic liberalization in India, 1991 reforms, keyArchitect, Finance Minister Manmohan Singh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Finance Minister Manmohan Singh Context triple: [Economic liberalization in India, 1991 reforms, keyArchitect, Finance Minister Manmohan Singh]
-
A.
Pravin Gordhan
Pravin Gordhan is a prominent South African politician and anti-apartheid activist who has served multiple terms as the country’s finance minister and held several other key government positions.
-
B.
Duvvuri Subbarao
Duvvuri Subbarao is an Indian economist and civil servant who served as the Governor of the Reserve Bank of India during the global financial crisis.
-
C.
Yashwant Sinha
Yashwant Sinha is an Indian politician and former civil servant who served as India’s Finance Minister and later as External Affairs Minister, playing a key role in the country’s economic and foreign policy in the 1990s and early 2000s.
-
D.
R. Chidambaram
R. Chidambaram is an Indian nuclear physicist and former principal scientific adviser to the Government of India, renowned for his leading role in advancing India’s nuclear weapons and energy programs.
-
E.
Rajiv Kumar
Rajiv Kumar is an Indian economist and policy expert who has served in key government and advisory roles, including leadership positions in national economic planning and reform.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Finance Minister Manmohan Singh Target entity description: Finance Minister Manmohan Singh is an Indian economist and statesman who, as finance minister in the early 1990s, spearheaded transformative market-oriented reforms that reshaped India’s economy.
-
A.
Pravin Gordhan
Pravin Gordhan is a prominent South African politician and anti-apartheid activist who has served multiple terms as the country’s finance minister and held several other key government positions.
-
B.
Duvvuri Subbarao
Duvvuri Subbarao is an Indian economist and civil servant who served as the Governor of the Reserve Bank of India during the global financial crisis.
-
C.
Yashwant Sinha
Yashwant Sinha is an Indian politician and former civil servant who served as India’s Finance Minister and later as External Affairs Minister, playing a key role in the country’s economic and foreign policy in the 1990s and early 2000s.
-
D.
R. Chidambaram
R. Chidambaram is an Indian nuclear physicist and former principal scientific adviser to the Government of India, renowned for his leading role in advancing India’s nuclear weapons and energy programs.
-
E.
Rajiv Kumar
Rajiv Kumar is an Indian economist and policy expert who has served in key government and advisory roles, including leadership positions in national economic planning and reform.
- F. None of above. chosen
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_69e24600eed08190bd7e5295653a1503 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18fda64cc8190aeb5ccd8d8d20858 |
completed | April 29, 2026, 4:58 a.m. |
Created at: April 17, 2026, 4:06 p.m.