Triple
T2272642
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bloomington, Indiana |
E50694
|
entity |
| Predicate | nearGeographicalFeature |
P2064
|
FINISHED |
| Object | Hoosier National Forest |
E175974
|
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: Hoosier National Forest | Statement: [Bloomington, Indiana, nearGeographicalFeature, Hoosier National Forest]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hoosier National Forest Context triple: [Bloomington, Indiana, nearGeographicalFeature, Hoosier National Forest]
-
A.
Hoosier National Forest
chosen
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.
-
B.
Cleveland National Forest
Cleveland National Forest is a protected expanse of mountainous chaparral and forested land in Southern California known for its hiking, camping, and scenic wilderness.
-
C.
Tuskegee National Forest
Tuskegee National Forest is a small U.S. national forest in eastern Alabama known for its pine woodlands, wildlife habitat, and recreational opportunities such as hiking, hunting, and fishing.
-
D.
Ozark National Forest
Ozark National Forest is a federally protected woodland area in northern Arkansas known for its rugged Ozark Mountains scenery, extensive hiking trails, and diverse wildlife.
-
E.
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.
- 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: nearGeographicalFeature Context triple: [Bloomington, Indiana, nearGeographicalFeature, Hoosier National Forest]
-
A.
nearbyFeature
chosen
Indicates that one entity is located close to or in the immediate vicinity of another entity.
-
B.
nearestLandmass
Indicates that one landmass is the closest geographically to another specified point or landmass.
-
C.
nearestMajorAttraction
Indicates the closest significant point of interest or landmark relative to a given location.
-
D.
followsNaturalFeature
Indicates that one entity’s position, path, or boundary runs alongside or is aligned with a natural geographic feature (such as a river, coastline, or ridgeline).
-
E.
nearbyWaterfall
Indicates that the entity is located close to or within a short distance of a waterfall.
- 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_69a88b05910c8190a9a2b1ff230c85f9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc39c6ff0819081a07696f1c29990 |
completed | March 7, 2026, 6:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae960554108190a202855ad0d3caaa |
completed | March 9, 2026, 9:42 a.m. |
| PD | Predicate disambiguation | batch_69abbdb7719081909143efa8f48df4e4 |
completed | March 7, 2026, 5:55 a.m. |
Created at: March 4, 2026, 7:48 p.m.