Triple

T1568557
Position Surface form Disambiguated ID Type / Status
Subject Smithsonian Tropical Research Institute E33487 entity
Predicate notableProject P4 FINISHED
Object 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.
E179653 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: ForestGEO global forest monitoring network | Statement: [Smithsonian Tropical Research Institute, notableProject, ForestGEO global forest monitoring network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ForestGEO global forest monitoring network
Context triple: [Smithsonian Tropical Research Institute, notableProject, ForestGEO global forest monitoring network]
  • 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. 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.
  • C. 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.
  • D. The Economy of Vegetation
    The Economy of Vegetation is the first part of Erasmus Darwin’s didactic poem *The Botanic Garden*, presenting scientific and botanical ideas through elaborate, personified verse.
  • E. WWF ecoregion classification
    The WWF ecoregion classification is a global biogeographic system developed by the World Wide Fund for Nature that divides the world into distinct ecological regions based on shared species, habitats, and environmental conditions.
  • 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: ForestGEO global forest monitoring network
Triple: [Smithsonian Tropical Research Institute, notableProject, ForestGEO global forest monitoring network]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ForestGEO global forest monitoring network
Target entity description: 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.
  • 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. 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.
  • C. 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.
  • D. The Economy of Vegetation
    The Economy of Vegetation is the first part of Erasmus Darwin’s didactic poem *The Botanic Garden*, presenting scientific and botanical ideas through elaborate, personified verse.
  • E. WWF ecoregion classification
    The WWF ecoregion classification is a global biogeographic system developed by the World Wide Fund for Nature that divides the world into distinct ecological regions based on shared species, habitats, and environmental conditions.
  • 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_69a885f11b048190935025a035302715 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a908a15e308190b8bec55d1712812a completed March 5, 2026, 4:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad4023da008190a947cf0d2983df2e completed March 8, 2026, 9:23 a.m.
NEDg Description generation batch_69ad410ba7f881909dcee6e6fd56490f completed March 8, 2026, 9:27 a.m.
NED2 Entity disambiguation (via description) batch_69ad41ff0b0c8190b5429ed6952a0ce6 completed March 8, 2026, 9:31 a.m.
Created at: March 4, 2026, 7:27 p.m.