Triple

T23533656
Position Surface form Disambiguated ID Type / Status
Subject Community Court (Singapore) E576634 entity
Predicate collaboratesWith P37 FINISHED
Object Voluntary Welfare Organisations in Singapore
Voluntary Welfare Organisations in Singapore are non-profit community-based groups that provide social services and support to vulnerable populations, often working alongside government agencies and the courts.
E1591783 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: Voluntary Welfare Organisations in Singapore | Statement: [Community Court (Singapore), collaboratesWith, Voluntary Welfare Organisations in Singapore]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Voluntary Welfare Organisations in Singapore
Context triple: [Community Court (Singapore), collaboratesWith, Voluntary Welfare Organisations in Singapore]
  • A. Singapore Volunteer Corps
    The Singapore Volunteer Corps was a colonial-era volunteer military unit in Singapore that formed the core of local defense forces before being reorganized into the Straits Settlements Volunteer Force.
  • 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. Voluntary Organizations Active in Disaster
    Voluntary Organizations Active in Disaster (VOAD) is a national coalition of nonprofit, faith-based, and community organizations that coordinate resources and services to support disaster preparedness, response, and recovery efforts in the United States.
  • D. Centre for Social Change
    The Centre for Social Change is a research institute at the University of Johannesburg focused on studying and promoting social transformation, democracy, and collective action in South Africa and beyond.
  • E. Centre for Welfare and Labour Research
    The Centre for Welfare and Labour Research is a research faculty at OsloMet – Oslo Metropolitan University that focuses on welfare policy, social conditions, and labour market issues.
  • 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: Voluntary Welfare Organisations in Singapore
Triple: [Community Court (Singapore), collaboratesWith, Voluntary Welfare Organisations in Singapore]
Generated description
Voluntary Welfare Organisations in Singapore are non-profit community-based groups that provide social services and support to vulnerable populations, often working alongside government agencies and the courts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Voluntary Welfare Organisations in Singapore
Target entity description: Voluntary Welfare Organisations in Singapore are non-profit community-based groups that provide social services and support to vulnerable populations, often working alongside government agencies and the courts.
  • A. Singapore Volunteer Corps
    The Singapore Volunteer Corps was a colonial-era volunteer military unit in Singapore that formed the core of local defense forces before being reorganized into the Straits Settlements Volunteer Force.
  • 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. Voluntary Organizations Active in Disaster
    Voluntary Organizations Active in Disaster (VOAD) is a national coalition of nonprofit, faith-based, and community organizations that coordinate resources and services to support disaster preparedness, response, and recovery efforts in the United States.
  • D. Centre for Social Change
    The Centre for Social Change is a research institute at the University of Johannesburg focused on studying and promoting social transformation, democracy, and collective action in South Africa and beyond.
  • E. Centre for Welfare and Labour Research
    The Centre for Welfare and Labour Research is a research faculty at OsloMet – Oslo Metropolitan University that focuses on welfare policy, social conditions, and labour market issues.
  • 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_69e245f5a8848190a2ba42e271c6c31f completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1ae14ae3c8190aa2714ea07a4658a completed April 29, 2026, 7:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf57c8088190bd78e9e6b99ddb46 completed May 19, 2026, 10:08 p.m.
NEDg Description generation batch_6a0ce35a16a08190969f6811be7e471c completed May 19, 2026, 10:25 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce4d4321c8190af0fe04f728c4f67 completed May 19, 2026, 10:31 p.m.
Created at: April 17, 2026, 6:10 p.m.