Triple

T23472588
Position Surface form Disambiguated ID Type / Status
Subject Youth Courts of Singapore E570167 entity
Predicate worksWith P398 FINISHED
Object Ministry of Social and Family Development of Singapore — NE NERFINISHED

How this triple was built (2 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: Ministry of Social and Family Development of Singapore | Statement: [Youth Courts of Singapore, worksWith, Ministry of Social and Family Development of Singapore]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ministry of Social and Family Development of Singapore
Context triple: [Youth Courts of Singapore, worksWith, Ministry of Social and Family Development of Singapore]
  • A. Ministry of Social and Family Development of Singapore chosen
    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.
  • B. Ministry of National Development (Singapore)
    The Ministry of National Development (Singapore) is a key government ministry responsible for national land use planning, public housing, urban development, and related infrastructure policies in Singapore.
  • C. Ministry of Home Affairs (Singapore)
    The Ministry of Home Affairs (Singapore) is the government ministry responsible for internal security, law and order, immigration, civil defence, and related public safety matters in Singapore.
  • D. Government of Singapore
    The Government of Singapore is the sovereign authority of the Republic of Singapore, responsible for national governance, public policy, and the administration of the city-state’s economic and social development.
  • E. Ministry of Manpower (Singapore)
    The Ministry of Manpower (Singapore) is the government ministry responsible for formulating and implementing policies on employment, workplace safety, and manpower development in Singapore.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69e245af8a88819084f2704f6d265a92 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a70244208190bbd8f58ac16d4399 completed April 29, 2026, 6:36 a.m.
Created at: April 17, 2026, 5:55 p.m.