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.