Triple

T1802235
Position Surface form Disambiguated ID Type / Status
Subject Los Baños, Laguna, Philippines E39746 entity
Predicate hasResearchInstitute P186 FINISHED
Object Ecosystems Research and Development Bureau
The Ecosystems Research and Development Bureau is a Philippine government agency focused on conducting research and developing technologies for the sustainable management and conservation of the country’s ecosystems and natural resources.
E202379 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: Ecosystems Research and Development Bureau | Statement: [Los Baños, Laguna, Philippines, hasResearchInstitute, Ecosystems Research and Development Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ecosystems Research and Development Bureau
Context triple: [Los Baños, Laguna, Philippines, hasResearchInstitute, Ecosystems Research and Development Bureau]
  • A. Biological Resources Division
    The Biological Resources Division is a branch of the U.S. Geological Survey focused on researching and monitoring the nation’s biological resources, ecosystems, and biodiversity to inform conservation and management decisions.
  • B. Office of Ecosystem Projects
    The Office of Ecosystem Projects is a division within Florida’s environmental agency that oversees and coordinates large-scale ecosystem restoration and protection initiatives across the state.
  • C. Bureau of Biological Survey
    The Bureau of Biological Survey was a former U.S. government agency responsible for wildlife research, conservation, and regulation before its functions were absorbed into the U.S. Fish and Wildlife Service.
  • D. Bureau of Environmental Sciences and Engineering
    The Bureau of Environmental Sciences and Engineering is a division of New York City’s health department that focuses on assessing and controlling environmental factors that affect public health, such as air, water, and housing conditions.
  • E. Department of Ecosystem Studies
    The Department of Ecosystem Studies is an academic unit at the University of Tokyo’s Faculty of Agriculture focused on researching and teaching the structure, function, and conservation of ecosystems 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: Ecosystems Research and Development Bureau
Triple: [Los Baños, Laguna, Philippines, hasResearchInstitute, Ecosystems Research and Development Bureau]
Generated description
The Ecosystems Research and Development Bureau is a Philippine government agency focused on conducting research and developing technologies for the sustainable management and conservation of the country’s ecosystems and natural resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ecosystems Research and Development Bureau
Target entity description: The Ecosystems Research and Development Bureau is a Philippine government agency focused on conducting research and developing technologies for the sustainable management and conservation of the country’s ecosystems and natural resources.
  • A. Biological Resources Division
    The Biological Resources Division is a branch of the U.S. Geological Survey focused on researching and monitoring the nation’s biological resources, ecosystems, and biodiversity to inform conservation and management decisions.
  • B. Office of Ecosystem Projects
    The Office of Ecosystem Projects is a division within Florida’s environmental agency that oversees and coordinates large-scale ecosystem restoration and protection initiatives across the state.
  • C. Bureau of Biological Survey
    The Bureau of Biological Survey was a former U.S. government agency responsible for wildlife research, conservation, and regulation before its functions were absorbed into the U.S. Fish and Wildlife Service.
  • D. Bureau of Environmental Sciences and Engineering
    The Bureau of Environmental Sciences and Engineering is a division of New York City’s health department that focuses on assessing and controlling environmental factors that affect public health, such as air, water, and housing conditions.
  • E. Department of Ecosystem Studies
    The Department of Ecosystem Studies is an academic unit at the University of Tokyo’s Faculty of Agriculture focused on researching and teaching the structure, function, and conservation of ecosystems 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_69a88632aa588190ba3978fde0db5bbd completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa656c4c5481908468c6e6f9c4bfc0 completed March 6, 2026, 5:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5db1c7c81908c25e62dca1cb825 completed March 8, 2026, 5:46 p.m.
NEDg Description generation batch_69adb8b6d160819096dc02323049101d completed March 8, 2026, 5:58 p.m.
NED2 Entity disambiguation (via description) batch_69adb9bafd688190a66a835c6a8163e3 completed March 8, 2026, 6:02 p.m.
Created at: March 4, 2026, 7:32 p.m.