Triple

T5772337
Position Surface form Disambiguated ID Type / Status
Subject Cabinet of Singapore E127357 entity
Predicate relatedTo P37 FINISHED
Object Public Service Division
The Public Service Division is a key Singapore government agency responsible for shaping and overseeing the policies, leadership, and development of the nation’s public service workforce.
E544854 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: Public Service Division | Statement: [Cabinet of Singapore, relatedTo, Public Service Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Service Division
Context triple: [Cabinet of Singapore, relatedTo, Public Service Division]
  • A. Public Service of Canada
    The Public Service of Canada is the professional, non-partisan federal civil service responsible for supporting the Government of Canada in developing and delivering public policies, programs, and services nationwide.
  • B. Public Service Commission
    The Public Service Commission is an independent constitutional body in Saint Vincent and the Grenadines responsible for overseeing appointments, promotions, and disciplinary matters within the public service.
  • C. Public Service Commission
    The Public Service Commission was a constitutional body in Ceylon responsible for overseeing the recruitment, promotion, and discipline of public servants, helping ensure a professional and impartial civil service.
  • D. Administrative Services Division
    The Administrative Services Division is the branch of the Alaska Department of Environmental Conservation responsible for providing internal support functions such as budgeting, finance, human resources, and administrative management.
  • E. Administrative Services Division
    The Administrative Services Division is the unit within the Guam Department of Revenue and Taxation responsible for internal support functions such as budgeting, personnel, and general administrative management.
  • 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: Public Service Division
Triple: [Cabinet of Singapore, relatedTo, Public Service Division]
Generated description
The Public Service Division is a key Singapore government agency responsible for shaping and overseeing the policies, leadership, and development of the nation’s public service workforce.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Service Division
Target entity description: The Public Service Division is a key Singapore government agency responsible for shaping and overseeing the policies, leadership, and development of the nation’s public service workforce.
  • A. Public Service of Canada
    The Public Service of Canada is the professional, non-partisan federal civil service responsible for supporting the Government of Canada in developing and delivering public policies, programs, and services nationwide.
  • B. Public Service Commission
    The Public Service Commission is an independent constitutional body in Saint Vincent and the Grenadines responsible for overseeing appointments, promotions, and disciplinary matters within the public service.
  • C. Public Service Commission
    The Public Service Commission was a constitutional body in Ceylon responsible for overseeing the recruitment, promotion, and discipline of public servants, helping ensure a professional and impartial civil service.
  • D. Administrative Services Division
    The Administrative Services Division is the branch of the Alaska Department of Environmental Conservation responsible for providing internal support functions such as budgeting, finance, human resources, and administrative management.
  • E. Administrative Services Division
    The Administrative Services Division is the unit within the Guam Department of Revenue and Taxation responsible for internal support functions such as budgeting, personnel, and general administrative management.
  • 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_69c00834f6308190851b0abeddd8ed7e completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c029adda188190a5c26c363614145f completed March 22, 2026, 5:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e686ad88190b34e5e94145b44dc completed March 22, 2026, 11:42 p.m.
NEDg Description generation batch_69c08d238384819089104f5c778ec315 completed March 23, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69c08dac9eec8190996f6c537777801b completed March 23, 2026, 12:47 a.m.
Created at: March 22, 2026, 3:50 p.m.