Triple

T654065
Position Surface form Disambiguated ID Type / Status
Subject U.S. Fish and Wildlife Service E11606 entity
Predicate oversees P46 FINISHED
Object Ecological Services Program
The Ecological Services Program is a U.S. Fish and Wildlife Service initiative that conserves and restores habitats, protects endangered species, and guides environmental planning and permitting to balance development with ecosystem health.
E83178 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: Ecological Services Program | Statement: [U.S. Fish and Wildlife Service, oversees, Ecological Services Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ecological Services Program
Context triple: [U.S. Fish and Wildlife Service, oversees, Ecological Services Program]
  • A. Wildlife and Sport Fish Restoration Program
    The Wildlife and Sport Fish Restoration Program is a U.S. conservation funding initiative that supports the restoration, management, and enhancement of wildlife habitats and sport fisheries, largely through excise taxes on hunting and fishing equipment.
  • B. 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.
  • C. Wildlife Resources Division
    The Wildlife Resources Division is a branch of Georgia’s state government responsible for managing and conserving the state’s wildlife, freshwater fisheries, and related outdoor recreational resources.
  • D. Conservation Reserve Program
    The Conservation Reserve Program is a U.S. federal land conservation initiative that pays farmers and landowners to remove environmentally sensitive land from agricultural production and restore it with conservation practices.
  • E. 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.
  • 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: Ecological Services Program
Triple: [U.S. Fish and Wildlife Service, oversees, Ecological Services Program]
Generated description
The Ecological Services Program is a U.S. Fish and Wildlife Service initiative that conserves and restores habitats, protects endangered species, and guides environmental planning and permitting to balance development with ecosystem health.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ecological Services Program
Target entity description: The Ecological Services Program is a U.S. Fish and Wildlife Service initiative that conserves and restores habitats, protects endangered species, and guides environmental planning and permitting to balance development with ecosystem health.
  • A. Wildlife and Sport Fish Restoration Program
    The Wildlife and Sport Fish Restoration Program is a U.S. conservation funding initiative that supports the restoration, management, and enhancement of wildlife habitats and sport fisheries, largely through excise taxes on hunting and fishing equipment.
  • B. 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.
  • C. Wildlife Resources Division
    The Wildlife Resources Division is a branch of Georgia’s state government responsible for managing and conserving the state’s wildlife, freshwater fisheries, and related outdoor recreational resources.
  • D. Conservation Reserve Program
    The Conservation Reserve Program is a U.S. federal land conservation initiative that pays farmers and landowners to remove environmentally sensitive land from agricultural production and restore it with conservation practices.
  • E. 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.
  • 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_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_69a5c3925a14819093336c4217c7e893 completed March 2, 2026, 5:06 p.m.
NEDg Description generation batch_69a5c423047c8190acab387bd28ffa35 completed March 2, 2026, 5:08 p.m.
NED2 Entity disambiguation (via description) batch_69a5cd1dd7848190a987276500040a4f completed March 2, 2026, 5:47 p.m.
Created at: March 1, 2026, 7:36 p.m.