Triple

T10066265
Position Surface form Disambiguated ID Type / Status
Subject Universiti Putra Malaysia E213108 entity
Predicate hasInstitute P186 FINISHED
Object Institute of Tropical Forestry and Forest Products
The Institute of Tropical Forestry and Forest Products is a research institute specializing in tropical forest ecosystems, sustainable forestry, and value-added forest products, based at Universiti Putra Malaysia.
 E838914 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: Institute of Tropical Forestry and Forest Products | Statement: [Universiti Putra Malaysia, hasInstitute, Institute of Tropical Forestry and Forest Products]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Institute of Tropical Forestry and Forest Products
Context triple: [Universiti Putra Malaysia, hasInstitute, Institute of Tropical Forestry and Forest Products]
  • A. Institute of Forestry
    The Institute of Forestry is a specialized academic and research institution in Nepal focused on forestry, natural resource management, and environmental sciences under Tribhuvan University.
  • B. Tropical Forest Research Institute
    Tropical Forest Research Institute is an Indian government research center focused on the conservation, sustainable management, and scientific study of tropical forests and their biodiversity.
  • C. Institute of Forestry and Engineering
    The Institute of Forestry and Engineering is a faculty-level academic unit in Estonia specializing in forestry, environmental engineering, and related applied sciences.
  • D. Forest Research Institute
    Forest Research Institute is a premier Indian institution in Dehradun dedicated to forestry research, education, and training.
  • E. 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.
  • 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: Institute of Tropical Forestry and Forest Products
Triple: [Universiti Putra Malaysia, hasInstitute, Institute of Tropical Forestry and Forest Products]
Generated description
The Institute of Tropical Forestry and Forest Products is a research institute specializing in tropical forest ecosystems, sustainable forestry, and value-added forest products, based at Universiti Putra Malaysia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Institute of Tropical Forestry and Forest Products
Target entity description: The Institute of Tropical Forestry and Forest Products is a research institute specializing in tropical forest ecosystems, sustainable forestry, and value-added forest products, based at Universiti Putra Malaysia.
  • A. Institute of Forestry
    The Institute of Forestry is a specialized academic and research institution in Nepal focused on forestry, natural resource management, and environmental sciences under Tribhuvan University.
  • B. Tropical Forest Research Institute
    Tropical Forest Research Institute is an Indian government research center focused on the conservation, sustainable management, and scientific study of tropical forests and their biodiversity.
  • C. Institute of Forestry and Engineering
    The Institute of Forestry and Engineering is a faculty-level academic unit in Estonia specializing in forestry, environmental engineering, and related applied sciences.
  • D. Forest Research Institute
    Forest Research Institute is a premier Indian institution in Dehradun dedicated to forestry research, education, and training.
  • E. 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.
  • 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_69ca83977128819084084eb7d1d8c52a completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdcff63a4c8190bb08a0428aafa189 completed April 2, 2026, 2:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69d29a8e682881909f5d079cc75e980b completed April 5, 2026, 5:23 p.m.
NEDg Description generation batch_69d29b985e308190a6ec3966e02f429c completed April 5, 2026, 5:27 p.m.
NED2 Entity disambiguation (via description) batch_69d29c5f64c881909aa3d093422fe475 completed April 5, 2026, 5:31 p.m.
Created at: March 30, 2026, 8:58 p.m.