Triple
T9929739
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Foster, Oregon |
E192612
|
entity |
| Predicate | hasNearbyNationalForest |
P44059
|
FINISHED |
| Object | Willamette National Forest |
E83990
|
NE FINISHED |
How this triple was built (3 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: Willamette National Forest | Statement: [Foster, Oregon, hasNearbyNationalForest, Willamette National Forest]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Willamette National Forest Context triple: [Foster, Oregon, hasNearbyNationalForest, Willamette National Forest]
-
A.
Willamette National Forest
chosen
Willamette National Forest is a large, mountainous national forest in western Oregon known for its volcanic peaks, dense conifer forests, and extensive outdoor recreation opportunities.
-
B.
Siuslaw National Forest
Siuslaw National Forest is a federally managed forest on the central Oregon Coast known for its rugged shoreline, sand dunes, and temperate rainforests.
-
C.
Deschutes National Forest
Deschutes National Forest is a large federally protected forest in central Oregon known for its volcanic landscapes, extensive recreation opportunities, and diverse ecosystems of forests, lakes, and rivers.
-
D.
Umpqua National Forest
Umpqua National Forest is a federally managed forest in southwestern Oregon known for its rugged Cascade Range landscapes, waterfalls, and diverse recreational opportunities.
-
E.
Mount Hood National Forest
Mount Hood National Forest is a vast federally managed forest in northern Oregon centered around the volcanic peak of Mount Hood, offering extensive outdoor recreation, scenic drives, and diverse mountain and forest ecosystems.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNearbyNationalForest Context triple: [Foster, Oregon, hasNearbyNationalForest, Willamette National Forest]
-
A.
nearNationalForest
chosen
Indicates that one entity is located close to, but not necessarily inside, a designated national forest area.
-
B.
hasNationalForest
Indicates that a place or jurisdiction contains, includes, or is home to at least one designated national forest.
-
C.
hasNearbyWildernessArea
Indicates that a wilderness area is located within a close geographic proximity to the referenced place or entity.
-
D.
hasNearbyNatureReserve
Indicates that one place or entity is located close to a designated nature reserve.
-
E.
hasNearbyStatePark
Indicates that a location is situated close to at least one designated state park.
- F. None of above.
Provenance (4 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_69ca82dd978c8190947124ab0d3315ac |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb5b215c481909e0bca43f158bd82 |
completed | April 2, 2026, 12:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2578e92f08190ba53f943f3da2166 |
completed | April 5, 2026, 12:37 p.m. |
| PD | Predicate disambiguation | batch_69cd1d90b8a8819081748f129c0c6ab6 |
completed | April 1, 2026, 1:28 p.m. |
Created at: March 30, 2026, 8:43 p.m.