Triple
T18431240
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oakmulgee Division |
E450274
|
entity |
| Predicate | managingAgency |
P86
|
FINISHED |
| Object | U.S. Department of Agriculture Forest Service |
—
|
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: U.S. Department of Agriculture Forest Service | Statement: [Oakmulgee Division, managingAgency, U.S. Department of Agriculture Forest Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Department of Agriculture Forest Service Context triple: [Oakmulgee Division, managingAgency, U.S. Department of Agriculture Forest Service]
-
A.
U.S. Forest Service
chosen
The U.S. Forest Service is a federal agency within the U.S. Department of Agriculture responsible for managing national forests and grasslands, overseeing recreation, conservation, and resource use on public lands.
-
B.
Corporación Nacional Forestal
Corporación Nacional Forestal is the Chilean government agency responsible for managing the country’s national parks, forest resources, and conservation areas.
-
C.
Bureau of Forestry
The Bureau of Forestry is a Pennsylvania state agency responsible for managing, conserving, and protecting the Commonwealth’s public forest lands and related natural resources.
-
D.
Bureau of Forestry
The Bureau of Forestry is a division of Wisconsin’s state government responsible for managing and protecting the state’s forest resources, including wildfire control, timber management, and forest conservation.
-
E.
Forest Management Bureau
The Forest Management Bureau is a government agency in the Philippines responsible for the conservation, development, and sustainable management of the country’s forest resources.
- 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_69d8d381d6388190a9e94e9c658174e4 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e51b1771788190b26afdf65e9de502 |
completed | April 19, 2026, 6:12 p.m. |
Created at: April 10, 2026, 11:26 a.m.