Triple

T12926759
Position Surface form Disambiguated ID Type / Status
Subject USGS Water Resources Mission Area E309262 entity
Predicate oversees P46 FINISHED
Object USGS Cooperative Matching Funds Program
The USGS Cooperative Matching Funds Program is a federal cost-sharing initiative that supports collaborative water-resources data collection and investigations between the U.S. Geological Survey and state, local, and tribal partners.
E1012267 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: USGS Cooperative Matching Funds Program | Statement: [USGS Water Resources Mission Area, oversees, USGS Cooperative Matching Funds Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: USGS Cooperative Matching Funds Program
Context triple: [USGS Water Resources Mission Area, oversees, USGS Cooperative Matching Funds Program]
  • A. Regional Conservation Partnership Program
    The Regional Conservation Partnership Program is a U.S. Department of Agriculture initiative that funds and coordinates locally led, partner-driven projects to improve soil, water, and wildlife conservation on agricultural and private lands.
  • B. USGS Water Resources Mission Area
    The USGS Water Resources Mission Area is a division of the U.S. Geological Survey responsible for assessing, monitoring, and researching the nation’s water resources to support science-based management and policy.
  • C. 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.
  • D. Natural Resources Conservation Service
    The Natural Resources Conservation Service is a U.S. federal agency that provides technical and financial assistance to farmers, ranchers, and landowners to conserve soil, water, and other natural resources on private lands.
  • E. 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.
  • 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: USGS Cooperative Matching Funds Program
Triple: [USGS Water Resources Mission Area, oversees, USGS Cooperative Matching Funds Program]
Generated description
The USGS Cooperative Matching Funds Program is a federal cost-sharing initiative that supports collaborative water-resources data collection and investigations between the U.S. Geological Survey and state, local, and tribal partners.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: USGS Cooperative Matching Funds Program
Target entity description: The USGS Cooperative Matching Funds Program is a federal cost-sharing initiative that supports collaborative water-resources data collection and investigations between the U.S. Geological Survey and state, local, and tribal partners.
  • A. Regional Conservation Partnership Program
    The Regional Conservation Partnership Program is a U.S. Department of Agriculture initiative that funds and coordinates locally led, partner-driven projects to improve soil, water, and wildlife conservation on agricultural and private lands.
  • B. USGS Water Resources Mission Area
    The USGS Water Resources Mission Area is a division of the U.S. Geological Survey responsible for assessing, monitoring, and researching the nation’s water resources to support science-based management and policy.
  • C. 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.
  • D. Natural Resources Conservation Service
    The Natural Resources Conservation Service is a U.S. federal agency that provides technical and financial assistance to farmers, ranchers, and landowners to conserve soil, water, and other natural resources on private lands.
  • E. 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.
  • 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_69d7bdfa933c8190b5a27aa4a08a19b7 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d971eb17c88190bf523da897172a0c completed April 10, 2026, 9:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6af64905c8190b0f2adb66c17c476 completed May 3, 2026, 2:13 a.m.
NEDg Description generation batch_69f6b19fbe3881909e08628c0672388b completed May 3, 2026, 2:23 a.m.
NED2 Entity disambiguation (via description) batch_69f6b5d11960819092c920f19eaad540 completed May 3, 2026, 2:41 a.m.
Created at: April 9, 2026, 5:42 p.m.