Triple
T7301209
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nestucca River |
E167855
|
entity |
| Predicate | hasNearbySettlement |
P4647
|
FINISHED |
| Object |
Hebo, Oregon
Hebo, Oregon is an unincorporated community in Tillamook County known as a small rural settlement near the Oregon Coast and the Nestucca River.
|
E655056
|
NE FINISHED |
How this triple was built (4 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: Hebo, Oregon | Statement: [Nestucca River, hasNearbySettlement, Hebo, Oregon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hebo, Oregon Context triple: [Nestucca River, hasNearbySettlement, Hebo, Oregon]
-
A.
Heppner, Oregon
Heppner, Oregon is a small city in northeastern Oregon known as a regional agricultural hub and gateway to outdoor recreation in the surrounding foothills.
-
B.
La Pine, Oregon
La Pine, Oregon is a small Central Oregon town in Deschutes County known for its proximity to Newberry National Volcanic Monument, high-desert forests, and outdoor recreation opportunities.
-
C.
Bethany, Oregon
Bethany, Oregon is an unincorporated suburban community in the Portland metropolitan area known for its residential neighborhoods and proximity to high-tech employers in Washington County.
-
D.
Winston, Oregon
Winston, Oregon is a small city in southwestern Oregon known as the home of the Wildlife Safari drive-through animal park.
-
E.
Vale, Oregon
Vale, Oregon is a small city in Malheur County that serves as a regional hub in Eastern Oregon, historically known as a stop along the Oregon Trail.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Hebo, Oregon Triple: [Nestucca River, hasNearbySettlement, Hebo, Oregon]
Generated description
Hebo, Oregon is an unincorporated community in Tillamook County known as a small rural settlement near the Oregon Coast and the Nestucca River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hebo, Oregon Target entity description: Hebo, Oregon is an unincorporated community in Tillamook County known as a small rural settlement near the Oregon Coast and the Nestucca River.
-
A.
Heppner, Oregon
Heppner, Oregon is a small city in northeastern Oregon known as a regional agricultural hub and gateway to outdoor recreation in the surrounding foothills.
-
B.
La Pine, Oregon
La Pine, Oregon is a small Central Oregon town in Deschutes County known for its proximity to Newberry National Volcanic Monument, high-desert forests, and outdoor recreation opportunities.
-
C.
Bethany, Oregon
Bethany, Oregon is an unincorporated suburban community in the Portland metropolitan area known for its residential neighborhoods and proximity to high-tech employers in Washington County.
-
D.
Winston, Oregon
Winston, Oregon is a small city in southwestern Oregon known as the home of the Wildlife Safari drive-through animal park.
-
E.
Vale, Oregon
Vale, Oregon is a small city in Malheur County that serves as a regional hub in Eastern Oregon, historically known as a stop along the Oregon Trail.
- F. None of above. chosen
Provenance (5 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_69c6888c820881909fc68f689fe1c251 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6ebb09164819099c4479d48c1688a |
completed | March 27, 2026, 8:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7e554833c8190ac124421379639bd |
completed | March 28, 2026, 2:27 p.m. |
| NEDg | Description generation | batch_69c7e628b9e0819099fef480ea58973d |
completed | March 28, 2026, 2:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7e7582ab08190827bb04465297c7c |
completed | March 28, 2026, 2:36 p.m. |
Created at: March 27, 2026, 3:01 p.m.