Triple

T4690473
Position Surface form Disambiguated ID Type / Status
Subject UNDP headquarters, New York City E104021 entity
Predicate coordinatesGlobalActivitiesOf P42043 FINISHED
Object UNDP regional hubs
UNDP regional hubs are decentralized offices around the world that provide technical expertise, policy advice, and program support to help implement the United Nations Development Programme’s work in their respective regions.
E462956 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: UNDP regional hubs | Statement: [UNDP headquarters, New York City, coordinatesGlobalActivitiesOf, UNDP regional hubs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UNDP regional hubs
Context triple: [UNDP headquarters, New York City, coordinatesGlobalActivitiesOf, UNDP regional hubs]
  • A. UNDP Strategic Plan
    The UNDP Strategic Plan is the central guiding framework that outlines the United Nations Development Programme’s priorities, objectives, and approaches for advancing sustainable development and poverty reduction over a defined multi-year period.
  • B. UNDP Executive Board
    The UNDP Executive Board is the intergovernmental body of UN member states that oversees and provides strategic guidance to the United Nations Development Programme’s policies, programs, and budgets.
  • C. 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.
  • D. Global Environment Facility
    The Global Environment Facility is an international partnership and financial mechanism that provides grants and funding to support projects addressing global environmental issues such as climate change, biodiversity loss, and pollution.
  • E. UN Office for South-South Cooperation
    The UN Office for South-South Cooperation is a United Nations body that supports and coordinates collaboration, knowledge-sharing, and capacity-building among developing countries to advance sustainable development.
  • 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: UNDP regional hubs
Triple: [UNDP headquarters, New York City, coordinatesGlobalActivitiesOf, UNDP regional hubs]
Generated description
UNDP regional hubs are decentralized offices around the world that provide technical expertise, policy advice, and program support to help implement the United Nations Development Programme’s work in their respective regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UNDP regional hubs
Target entity description: UNDP regional hubs are decentralized offices around the world that provide technical expertise, policy advice, and program support to help implement the United Nations Development Programme’s work in their respective regions.
  • A. UNDP Strategic Plan
    The UNDP Strategic Plan is the central guiding framework that outlines the United Nations Development Programme’s priorities, objectives, and approaches for advancing sustainable development and poverty reduction over a defined multi-year period.
  • B. UNDP Executive Board
    The UNDP Executive Board is the intergovernmental body of UN member states that oversees and provides strategic guidance to the United Nations Development Programme’s policies, programs, and budgets.
  • C. 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.
  • D. Global Environment Facility
    The Global Environment Facility is an international partnership and financial mechanism that provides grants and funding to support projects addressing global environmental issues such as climate change, biodiversity loss, and pollution.
  • E. UN Office for South-South Cooperation
    The UN Office for South-South Cooperation is a United Nations body that supports and coordinates collaboration, knowledge-sharing, and capacity-building among developing countries to advance sustainable development.
  • 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_69bd43df91f481908e9add1b617b60ef completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd639ae1c08190a1c79ccbdf5f24ac completed March 20, 2026, 3:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03ba56f88190bc9f6da051b5052f completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be077d06988190b3b20b48e4017abb completed March 21, 2026, 2:50 a.m.
NED2 Entity disambiguation (via description) batch_69be084a59e88190b1e0342a529b7b8f completed March 21, 2026, 2:54 a.m.
Created at: March 20, 2026, 1:16 p.m.