Triple

T283261
Position Surface form Disambiguated ID Type / Status
Subject UNESCO Man and the Biosphere Programme E5833 entity
Predicate appliesFramework P9089 FINISHED
Object World Network of Biosphere Reserves
The World Network of Biosphere Reserves is a global system of protected areas recognized by UNESCO for promoting biodiversity conservation, sustainable development, and scientific research through model sites around the world.
E5833 NE FINISHED

How this triple was built (5 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: World Network of Biosphere Reserves | Statement: [UNESCO Man and the Biosphere Programme, appliesFramework, World Network of Biosphere Reserves]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: World Network of Biosphere Reserves
Context triple: [UNESCO Man and the Biosphere Programme, appliesFramework, World Network of Biosphere Reserves]
  • A. UNESCO Man and the Biosphere Programme
    The UNESCO Man and the Biosphere Programme is an intergovernmental scientific initiative that promotes sustainable development through the conservation and study of biosphere reserves around the world.
  • B. UNESCO Global Geoparks
    UNESCO Global Geoparks are internationally designated areas that promote the protection and sustainable use of geological heritage through education, conservation, and local community development.
  • C. World Conservation Congress
    The World Conservation Congress is a major global forum organized by the International Union for Conservation of Nature (IUCN) that brings together governments, NGOs, scientists, and other stakeholders to shape international conservation policy and action.
  • D. IUCN
    The IUCN (International Union for Conservation of Nature) is a global authority on the status of the natural world, best known for its Red List of Threatened Species and its work in biodiversity conservation and environmental policy.
  • E. 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.
  • 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: World Network of Biosphere Reserves
Triple: [UNESCO Man and the Biosphere Programme, appliesFramework, World Network of Biosphere Reserves]
Generated description
The World Network of Biosphere Reserves is a global system of protected areas recognized by UNESCO for promoting biodiversity conservation, sustainable development, and scientific research through model sites around the world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: World Network of Biosphere Reserves
Target entity description: The World Network of Biosphere Reserves is a global system of protected areas recognized by UNESCO for promoting biodiversity conservation, sustainable development, and scientific research through model sites around the world.
  • A. UNESCO Man and the Biosphere Programme chosen
    The UNESCO Man and the Biosphere Programme is an intergovernmental scientific initiative that promotes sustainable development through the conservation and study of biosphere reserves around the world.
  • B. UNESCO Global Geoparks
    UNESCO Global Geoparks are internationally designated areas that promote the protection and sustainable use of geological heritage through education, conservation, and local community development.
  • C. World Conservation Congress
    The World Conservation Congress is a major global forum organized by the International Union for Conservation of Nature (IUCN) that brings together governments, NGOs, scientists, and other stakeholders to shape international conservation policy and action.
  • D. IUCN
    The IUCN (International Union for Conservation of Nature) is a global authority on the status of the natural world, best known for its Red List of Threatened Species and its work in biodiversity conservation and environmental policy.
  • E. 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.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: appliesFramework
Context triple: [UNESCO Man and the Biosphere Programme, appliesFramework, World Network of Biosphere Reserves]
  • A. appliesTo
    Indicates that something is relevant, valid, or has effect in relation to a particular entity, case, or context.
  • B. appliesAt
    Indicates that an action, rule, or condition is relevant to or in effect at a specific location, context, or point in time.
  • C. currentFrameworkBasedOn
    Indicates that the current framework is derived from, built upon, or structured according to another underlying framework.
  • D. appliesAcross
    Indicates that a condition, rule, or property holds uniformly over multiple items, cases, or contexts.
  • E. appliesTheory
    Indicates that an entity uses or implements a particular theory in analyzing, explaining, or addressing something.
  • F. None of above. chosen

Provenance (7 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_69a25946a7ac8190a78871c210213272 completed Feb. 28, 2026, 2:56 a.m.
NER Named-entity recognition batch_69a25e0c14b48190a5c936bab36180b3 completed Feb. 28, 2026, 3:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69a399a9b5f48190b5807373ed3163e3 completed March 1, 2026, 1:43 a.m.
NEDg Description generation batch_69a39a26127c819085839fe3f2f5707c completed March 1, 2026, 1:45 a.m.
NED2 Entity disambiguation (via description) batch_69a39a676c048190b0ab280ffe729d72 completed March 1, 2026, 1:46 a.m.
PD Predicate disambiguation batch_69a25b795a6c8190944d48e8418e0ccd completed Feb. 28, 2026, 3:05 a.m.
PDg Predicate description generation batch_69a25c4b773c81908f1017f40b0bfd07 completed Feb. 28, 2026, 3:08 a.m.
Created at: Feb. 28, 2026, 3:02 a.m.