Triple

T654062
Position Surface form Disambiguated ID Type / Status
Subject U.S. Fish and Wildlife Service E11606 entity
Predicate oversees P46 FINISHED
Object Endangered Species Program
The Endangered Species Program is a U.S. federal initiative dedicated to protecting and recovering threatened and endangered plants and animals and the ecosystems on which they depend.
E2258 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: Endangered Species Program | Statement: [U.S. Fish and Wildlife Service, oversees, Endangered Species Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Endangered Species Program
Context triple: [U.S. Fish and Wildlife Service, oversees, Endangered Species Program]
  • A. U.S. Endangered Species Act
    The U.S. Endangered Species Act is a landmark federal law that provides legal protection and conservation measures for species at risk of extinction and the ecosystems on which they depend.
  • B. California condor recovery program
    The California condor recovery program is a conservation initiative focused on breeding, rehabilitating, and reintroducing critically endangered California condors to their native habitats.
  • C. Environment Program
    Environment Program is a grantmaking initiative of the William and Flora Hewlett Foundation focused on addressing environmental challenges such as climate change and conservation.
  • D. Environmental Restoration Program (New York State)
    The Environmental Restoration Program (New York State) is a state initiative that funds and oversees the investigation and cleanup of contaminated properties, particularly municipally owned brownfields, to promote environmental health and community redevelopment.
  • E. Office of Habitat Conservation
    The Office of Habitat Conservation is a division of NOAA responsible for protecting, restoring, and managing coastal, marine, and freshwater habitats to support sustainable fisheries and healthy ecosystems.
  • 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: Endangered Species Program
Triple: [U.S. Fish and Wildlife Service, oversees, Endangered Species Program]
Generated description
The Endangered Species Program is a U.S. federal initiative dedicated to protecting and recovering threatened and endangered plants and animals and the ecosystems on which they depend.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Endangered Species Program
Target entity description: The Endangered Species Program is a U.S. federal initiative dedicated to protecting and recovering threatened and endangered plants and animals and the ecosystems on which they depend.
  • A. U.S. Endangered Species Act chosen
    The U.S. Endangered Species Act is a landmark federal law that provides legal protection and conservation measures for species at risk of extinction and the ecosystems on which they depend.
  • B. California condor recovery program
    The California condor recovery program is a conservation initiative focused on breeding, rehabilitating, and reintroducing critically endangered California condors to their native habitats.
  • C. Environment Program
    Environment Program is a grantmaking initiative of the William and Flora Hewlett Foundation focused on addressing environmental challenges such as climate change and conservation.
  • D. Environmental Restoration Program (New York State)
    The Environmental Restoration Program (New York State) is a state initiative that funds and oversees the investigation and cleanup of contaminated properties, particularly municipally owned brownfields, to promote environmental health and community redevelopment.
  • E. Office of Habitat Conservation
    The Office of Habitat Conservation is a division of NOAA responsible for protecting, restoring, and managing coastal, marine, and freshwater habitats to support sustainable fisheries and healthy ecosystems.
  • F. None of above.

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_69a4932862a0819098be659c814e4981 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49f4bb5b881908a18b5ec1c94e0cf completed March 1, 2026, 8:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69a591486b708190b0191e958c6c8851 completed March 2, 2026, 1:31 p.m.
NEDg Description generation batch_69a592095c7881909c7bdeb5ac5a2cdd completed March 2, 2026, 1:35 p.m.
NED2 Entity disambiguation (via description) batch_69a595bf289c8190971799c6942f29e3 completed March 2, 2026, 1:50 p.m.
Created at: March 1, 2026, 7:36 p.m.