Triple
T11998372
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tharman Shanmugaratnam |
E285587
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object |
Coordinating Minister for Social Policies of Singapore
The Coordinating Minister for Social Policies of Singapore is a senior Cabinet role responsible for overseeing and integrating the country’s social, education, and manpower policies across multiple ministries.
|
E958916
|
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: Coordinating Minister for Social Policies of Singapore | Statement: [Tharman Shanmugaratnam, positionHeld, Coordinating Minister for Social Policies of Singapore]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Coordinating Minister for Social Policies of Singapore Context triple: [Tharman Shanmugaratnam, positionHeld, Coordinating Minister for Social Policies of Singapore]
-
A.
Deputy Leader of the House (Singapore)
The Deputy Leader of the House (Singapore) is a parliamentary officeholder who assists the Leader of the House in managing government business and legislative proceedings in the Singapore Parliament.
-
B.
Ministry of Social and Family Development of Singapore
The Ministry of Social and Family Development of Singapore is a government ministry responsible for social services, family support, and policies that strengthen families and protect vulnerable groups in the country.
-
C.
High Commissioner of Singapore to Australia
The High Commissioner of Singapore to Australia is Singapore’s top diplomatic representative in Australia, heading its high commission and managing bilateral relations between the two countries.
-
D.
Speaker of the Parliament of Singapore
The Speaker of the Parliament of Singapore is the presiding officer of the country’s unicameral legislature, responsible for maintaining order during debates and representing Parliament in its official functions.
-
E.
High Commissioner of Singapore to the United Kingdom
The High Commissioner of Singapore to the United Kingdom is Singapore’s top diplomatic representative in the UK, heading the Singapore High Commission in London and managing bilateral political, economic, and cultural relations.
- 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: Coordinating Minister for Social Policies of Singapore Triple: [Tharman Shanmugaratnam, positionHeld, Coordinating Minister for Social Policies of Singapore]
Generated description
The Coordinating Minister for Social Policies of Singapore is a senior Cabinet role responsible for overseeing and integrating the country’s social, education, and manpower policies across multiple ministries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Coordinating Minister for Social Policies of Singapore Target entity description: The Coordinating Minister for Social Policies of Singapore is a senior Cabinet role responsible for overseeing and integrating the country’s social, education, and manpower policies across multiple ministries.
-
A.
Deputy Leader of the House (Singapore)
The Deputy Leader of the House (Singapore) is a parliamentary officeholder who assists the Leader of the House in managing government business and legislative proceedings in the Singapore Parliament.
-
B.
Ministry of Social and Family Development of Singapore
The Ministry of Social and Family Development of Singapore is a government ministry responsible for social services, family support, and policies that strengthen families and protect vulnerable groups in the country.
-
C.
High Commissioner of Singapore to Australia
The High Commissioner of Singapore to Australia is Singapore’s top diplomatic representative in Australia, heading its high commission and managing bilateral relations between the two countries.
-
D.
Speaker of the Parliament of Singapore
The Speaker of the Parliament of Singapore is the presiding officer of the country’s unicameral legislature, responsible for maintaining order during debates and representing Parliament in its official functions.
-
E.
High Commissioner of Singapore to the United Kingdom
The High Commissioner of Singapore to the United Kingdom is Singapore’s top diplomatic representative in the UK, heading the Singapore High Commission in London and managing bilateral political, economic, and cultural relations.
- 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.