Triple
T21215583
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | USDA conservation programs |
E522826
|
entity |
| Predicate | includesProgram |
P1393
|
FINISHED |
| Object | Emergency Forest Restoration Program |
—
|
NE NERFINISHED |
How this triple was built (2 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: Emergency Forest Restoration Program | Statement: [USDA conservation programs, includesProgram, Emergency Forest Restoration Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emergency Forest Restoration Program Context triple: [USDA conservation programs, includesProgram, Emergency Forest Restoration Program]
-
A.
Healthy Forests Reserve Program
The Healthy Forests Reserve Program is a U.S. conservation initiative that provides financial and technical assistance to landowners to restore, enhance, and protect forest ecosystems for wildlife habitat, biodiversity, and environmental benefits.
-
B.
Emergency Watershed Protection Program
chosen
The Emergency Watershed Protection Program is a U.S. federal initiative that provides technical and financial assistance to help communities address watershed impairments and reduce threats to life and property following natural disasters.
-
C.
Habitat Restoration Program
The Habitat Restoration Program is a conservation initiative focused on rehabilitating and enhancing natural ecosystems to support native wildlife and biodiversity.
-
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.
Mission Reach ecosystem restoration project
The Mission Reach ecosystem restoration project is a large-scale environmental and recreational initiative that transformed an eight-mile stretch of the San Antonio River into a restored natural habitat with trails, native vegetation, and improved flood control.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b511ed84819099b449b4a111085c |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e73473870c8190a0f41f9c85567aa7 |
completed | April 21, 2026, 8:25 a.m. |
Created at: April 16, 2026, 3:40 p.m.