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.