Triple
T21215585
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | USDA conservation programs |
E522826
|
entity |
| Predicate | includesProgram |
P1393
|
FINISHED |
| Object | Watershed and Flood Prevention Operations 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: Watershed and Flood Prevention Operations Program | Statement: [USDA conservation programs, includesProgram, Watershed and Flood Prevention Operations Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Watershed and Flood Prevention Operations Program Context triple: [USDA conservation programs, includesProgram, Watershed and Flood Prevention Operations Program]
-
A.
Watershed Protection and Flood Prevention programs
chosen
Watershed Protection and Flood Prevention programs are U.S. federal initiatives that support local projects to reduce flood damage, protect watersheds, and improve water and soil conservation.
-
B.
Sac River flood control project
The Sac River flood control project is a U.S. Army Corps of Engineers initiative in southwestern Missouri designed to reduce flooding along the Sac River and its tributaries through infrastructure such as Stockton Lake and its dam.
-
C.
Division of Dam Safety and Floodplain Management
The Division of Dam Safety and Floodplain Management is a unit within Virginia’s state government responsible for regulating dams and overseeing floodplain management to protect public safety and reduce flood risks.
-
D.
Carroll Creek flood control project
Carroll Creek flood control project is an urban water management and revitalization initiative in Frederick, Maryland, designed to prevent flooding while supporting public spaces, trails, and downtown redevelopment along Carroll Creek.
-
E.
Flood Control Act of 1974
The Flood Control Act of 1974 is a United States federal law that authorized a range of water resources and flood control projects nationwide, expanding the U.S. Army Corps of Engineers’ role in managing flood risks.
- 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.