Triple
T4408430
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pacific Southwest Region (USFS Region 5) |
E94790
|
entity |
| Predicate | manages |
P86
|
FINISHED |
| Object | Cleveland National Forest |
E224345
|
NE FINISHED |
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: Cleveland National Forest | Statement: [Pacific Southwest Region (USFS Region 5), manages, Cleveland National Forest]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cleveland National Forest Context triple: [Pacific Southwest Region (USFS Region 5), manages, Cleveland National Forest]
-
A.
Cleveland National Forest
chosen
Cleveland National Forest is a protected expanse of mountainous chaparral and forested land in Southern California known for its hiking, camping, and scenic wilderness.
-
B.
Hoosier National Forest
Hoosier National Forest is a large federally managed woodland in southern Indiana known for its rolling hills, diverse wildlife, and extensive hiking and recreation opportunities.
-
C.
Hiawatha National Forest
Hiawatha National Forest is a large U.S. National Forest in Michigan’s Upper Peninsula known for its extensive woodlands, inland lakes, and Lake Superior and Lake Michigan shorelines.
-
D.
Ottawa National Forest
Ottawa National Forest is a vast federally managed woodland in Michigan’s Upper Peninsula known for its lakes, rivers, waterfalls, and extensive outdoor recreation opportunities.
-
E.
Allegheny National Forest
Allegheny National Forest is a federally managed forest in northwestern Pennsylvania known for its extensive hardwood forests, outdoor recreation opportunities, and conservation of Appalachian mountain ecosystems.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b34539638c8190abfea3eb29425210 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3548cb92881908a3f98466da8e0a2 |
completed | March 13, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f609f7f881909d12735f4028a108 |
completed | March 14, 2026, 11:58 p.m. |
Created at: March 12, 2026, 11:28 p.m.