Triple
T11998370
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tharman Shanmugaratnam |
E285587
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object |
Minister for Finance of Singapore
The Minister for Finance of Singapore is the cabinet member responsible for formulating and overseeing the nation’s fiscal policies, budget, and public finances.
|
E958915
|
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: Minister for Finance of Singapore | Statement: [Tharman Shanmugaratnam, positionHeld, Minister for Finance of Singapore]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Minister for Finance of Singapore Context triple: [Tharman Shanmugaratnam, positionHeld, Minister for Finance of Singapore]
-
A.
Ministry of Finance (Singapore)
The Ministry of Finance (Singapore) is the government ministry responsible for managing the nation’s fiscal policy, budget, and public finances.
-
B.
Minister of Finance of Sri Lanka
The Minister of Finance of Sri Lanka is the cabinet official responsible for overseeing the country’s economic policy, public finances, and national budget.
-
C.
Minister for Finance of Australia
The Minister for Finance of Australia is a senior cabinet role responsible for overseeing federal government expenditure, budget management, and financial policy.
-
D.
Cabinet Secretary for Finance
The Cabinet Secretary for Finance is the senior Scottish Government minister responsible for setting and overseeing Scotland’s budget, taxation policy, and overall financial strategy.
-
E.
Minister of Finance of Japan
The Minister of Finance of Japan is the cabinet official responsible for overseeing the country’s fiscal policy, national budget, taxation, and public finance administration.
- 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: Minister for Finance of Singapore Triple: [Tharman Shanmugaratnam, positionHeld, Minister for Finance of Singapore]
Generated description
The Minister for Finance of Singapore is the cabinet member responsible for formulating and overseeing the nation’s fiscal policies, budget, and public finances.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Minister for Finance of Singapore Target entity description: The Minister for Finance of Singapore is the cabinet member responsible for formulating and overseeing the nation’s fiscal policies, budget, and public finances.
-
A.
Ministry of Finance (Singapore)
The Ministry of Finance (Singapore) is the government ministry responsible for managing the nation’s fiscal policy, budget, and public finances.
-
B.
Minister of Finance of Sri Lanka
The Minister of Finance of Sri Lanka is the cabinet official responsible for overseeing the country’s economic policy, public finances, and national budget.
-
C.
Minister for Finance of Australia
The Minister for Finance of Australia is a senior cabinet role responsible for overseeing federal government expenditure, budget management, and financial policy.
-
D.
Cabinet Secretary for Finance
The Cabinet Secretary for Finance is the senior Scottish Government minister responsible for setting and overseeing Scotland’s budget, taxation policy, and overall financial strategy.
-
E.
Minister of Finance of Japan
The Minister of Finance of Japan is the cabinet official responsible for overseeing the country’s fiscal policy, national budget, taxation, and public finance administration.
- 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_69d6ab44a77c8190a652f4b27164e4ef |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903c172788190b92042e9d10a48bf |
completed | April 10, 2026, 2:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f472917ed08190a872d9e5663d5ed5 |
completed | May 1, 2026, 9:29 a.m. |
| NEDg | Description generation | batch_69f47b7e4a40819085680c48eed5418a |
completed | May 1, 2026, 10:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f47df40a8c8190bd7350ba27f57214 |
completed | May 1, 2026, 10:18 a.m. |
Created at: April 8, 2026, 9:46 p.m.