Triple

T154521
Position Surface form Disambiguated ID Type / Status
Subject United Nations Development Group E3148 entity
Predicate hasMember P10 FINISHED
Object United Nations Human Settlements Programme
The United Nations Human Settlements Programme (UN-Habitat) is a UN agency dedicated to promoting socially and environmentally sustainable towns and cities and adequate shelter for all.
E22541 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: United Nations Human Settlements Programme | Statement: [United Nations Development Group, hasMember, United Nations Human Settlements Programme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United Nations Human Settlements Programme
Context triple: [United Nations Development Group, hasMember, United Nations Human Settlements Programme]
  • A. United Nations Development Programme
    The United Nations Development Programme is the UN’s global development agency that works to eradicate poverty, reduce inequalities, and support sustainable development in countries worldwide.
  • B. United Nations Environment Programme
    The United Nations Environment Programme is the leading global authority on environmental issues within the UN system, coordinating international efforts on climate, biodiversity, and sustainable development.
  • C. UNECA
    UNECA is a regional United Nations body that promotes economic and social development, regional integration, and policy research across the African continent.
  • D. United Nations Office for Disaster Risk Reduction
    The United Nations Office for Disaster Risk Reduction is a UN body that leads global efforts to reduce disaster risks, strengthen resilience, and support implementation of international frameworks like the Sendai Framework for Disaster Risk Reduction.
  • E. United Nations Industrial Development Organization
    The United Nations Industrial Development Organization is a UN specialized agency that promotes inclusive and sustainable industrial development to reduce poverty and support economic growth in developing countries.
  • 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: United Nations Human Settlements Programme
Triple: [United Nations Development Group, hasMember, United Nations Human Settlements Programme]
Generated description
The United Nations Human Settlements Programme (UN-Habitat) is a UN agency dedicated to promoting socially and environmentally sustainable towns and cities and adequate shelter for all.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United Nations Human Settlements Programme
Target entity description: The United Nations Human Settlements Programme (UN-Habitat) is a UN agency dedicated to promoting socially and environmentally sustainable towns and cities and adequate shelter for all.
  • A. United Nations Development Programme
    The United Nations Development Programme is the UN’s global development agency that works to eradicate poverty, reduce inequalities, and support sustainable development in countries worldwide.
  • B. United Nations Environment Programme
    The United Nations Environment Programme is the leading global authority on environmental issues within the UN system, coordinating international efforts on climate, biodiversity, and sustainable development.
  • C. UNECA
    UNECA is a regional United Nations body that promotes economic and social development, regional integration, and policy research across the African continent.
  • D. United Nations Office for Disaster Risk Reduction
    The United Nations Office for Disaster Risk Reduction is a UN body that leads global efforts to reduce disaster risks, strengthen resilience, and support implementation of international frameworks like the Sendai Framework for Disaster Risk Reduction.
  • E. United Nations Industrial Development Organization
    The United Nations Industrial Development Organization is a UN specialized agency that promotes inclusive and sustainable industrial development to reduce poverty and support economic growth in developing countries.
  • 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_69a2527757ec819090b8becb2cf1a862 completed Feb. 28, 2026, 2:27 a.m.
NER Named-entity recognition batch_69a2582d25448190931c2d785e678a8a completed Feb. 28, 2026, 2:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2f0b399d0819088332903146ddf94 completed Feb. 28, 2026, 1:42 p.m.
NEDg Description generation batch_69a2f1617d1881908010a173098ad8a8 completed Feb. 28, 2026, 1:45 p.m.
NED2 Entity disambiguation (via description) batch_69a2f1cf22f48190a7cc60661a61db4a completed Feb. 28, 2026, 1:46 p.m.
Created at: Feb. 28, 2026, 2:31 a.m.