Triple

T1953608
Position Surface form Disambiguated ID Type / Status
Subject World Resources Institute E42212 entity
Predicate hasProgram P178 FINISHED
Object 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.
E218316 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: Global Forest Watch | Statement: [World Resources Institute, hasProgram, Global Forest Watch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Global Forest Watch
Context triple: [World Resources Institute, hasProgram, Global Forest Watch]
  • A. 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.
  • B. ForestGEO global forest monitoring network
    The ForestGEO global forest monitoring network is an international consortium of long-term forest research plots that tracks tree dynamics and biodiversity to understand how forests function and respond to environmental change.
  • 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. World Forestry Center
    The World Forestry Center is a nonprofit museum and educational institution in Portland, Oregon, dedicated to global forestry, conservation, and sustainable management of forest resources.
  • E. Barro Colorado Island 50-hectare forest dynamics plot
    The Barro Colorado Island 50-hectare forest dynamics plot is a long-term, large-scale tropical forest research site in Panama where every tree is regularly mapped, measured, and monitored to study forest ecology, dynamics, and biodiversity.
  • 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: Global Forest Watch
Triple: [World Resources Institute, hasProgram, Global Forest Watch]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Global Forest Watch
Target entity description: 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.
  • A. 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.
  • B. ForestGEO global forest monitoring network
    The ForestGEO global forest monitoring network is an international consortium of long-term forest research plots that tracks tree dynamics and biodiversity to understand how forests function and respond to environmental change.
  • 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. World Forestry Center
    The World Forestry Center is a nonprofit museum and educational institution in Portland, Oregon, dedicated to global forestry, conservation, and sustainable management of forest resources.
  • E. Barro Colorado Island 50-hectare forest dynamics plot
    The Barro Colorado Island 50-hectare forest dynamics plot is a long-term, large-scale tropical forest research site in Panama where every tree is regularly mapped, measured, and monitored to study forest ecology, dynamics, and biodiversity.
  • 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_69a8870eea088190a38781990812a9bc completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb351c148819080173c09876e814a completed March 7, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbc8146c819084d3dc3b16efb123 completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc6bd8e08190a065a89ab3412126 completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfcee414c8190b1a0574f6bd55602 completed March 8, 2026, 10:49 p.m.
Created at: March 4, 2026, 7:36 p.m.