Triple

T16965000
Position Surface form Disambiguated ID Type / Status
Subject FRA 2020 E411518 entity
Predicate subject P450 FINISHED
Object forest trends
Forest Trends is an environmental nonprofit organization that promotes sustainable forest management and conservation by leveraging market-based approaches and policy innovation worldwide.
E1242567 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: forest trends | Statement: [FRA 2020, subject, forest trends]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: forest trends
Context triple: [FRA 2020, subject, forest trends]
  • A. Global Forest Watch
    Global Forest Watch is an online forest monitoring and alert system that uses satellite data and other sources to track deforestation and forest change worldwide in near real time.
  • B. Global Forest Resources Assessment
    The Global Forest Resources Assessment is a periodic, comprehensive report by the Food and Agriculture Organization (FAO) that evaluates the status, trends, and management of the world’s forests using standardized global data.
  • C. State of the World’s Forests
    State of the World’s Forests is a recurring flagship report that provides global assessments and analysis of the status, trends, and policy issues related to the world’s forests and forestry sector.
  • D. Forest Research
    Forest Research is the UK’s principal organization for forestry and tree-related scientific research, providing evidence and expertise to support sustainable forest management and policy.
  • E. Forest Principles
    Forest Principles is a non-legally binding statement of principles for the sustainable management, conservation, and development of the world’s forests, agreed at the 1992 Earth Summit in Rio de Janeiro.
  • 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: forest trends
Triple: [FRA 2020, subject, forest trends]
Generated description
Forest Trends is an environmental nonprofit organization that promotes sustainable forest management and conservation by leveraging market-based approaches and policy innovation worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: forest trends
Target entity description: Forest Trends is an environmental nonprofit organization that promotes sustainable forest management and conservation by leveraging market-based approaches and policy innovation worldwide.
  • A. Global Forest Watch
    Global Forest Watch is an online forest monitoring and alert system that uses satellite data and other sources to track deforestation and forest change worldwide in near real time.
  • B. Global Forest Resources Assessment
    The Global Forest Resources Assessment is a periodic, comprehensive report by the Food and Agriculture Organization (FAO) that evaluates the status, trends, and management of the world’s forests using standardized global data.
  • C. State of the World’s Forests
    State of the World’s Forests is a recurring flagship report that provides global assessments and analysis of the status, trends, and policy issues related to the world’s forests and forestry sector.
  • D. Forest Research
    Forest Research is the UK’s principal organization for forestry and tree-related scientific research, providing evidence and expertise to support sustainable forest management and policy.
  • E. Forest Principles
    Forest Principles is a non-legally binding statement of principles for the sustainable management, conservation, and development of the world’s forests, agreed at the 1992 Earth Summit in Rio de Janeiro.
  • 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_69d886c9c9d481909afe222093641cae completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d0a2cda88190bd574a869f0e43e9 completed April 18, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d46cb56481908c2bc6648a12fbcf completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d4f1bfa48190903bedc43ed6db75 completed May 10, 2026, 6:56 p.m.
NED2 Entity disambiguation (via description) batch_6a00d59b96108190a0e55f01529a0b64 completed May 10, 2026, 6:59 p.m.
Created at: April 10, 2026, 5:31 a.m.