Triple
T2086004
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 395 |
E45350
|
entity |
| Predicate | servesCity |
P82
|
FINISHED |
| Object |
Hermiston, Oregon
Hermiston, Oregon is a small city in northeastern Oregon known as an agricultural and transportation hub in the Columbia Basin.
|
E426916
|
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: Hermiston, Oregon | Statement: [U.S. Route 395, servesCity, Hermiston, Oregon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hermiston, Oregon Context triple: [U.S. Route 395, servesCity, Hermiston, Oregon]
-
A.
Aumsville, Oregon
Aumsville, Oregon is a small city in the Willamette Valley region of western Oregon, located southeast of Salem.
-
B.
Sutherlin, Oregon
Sutherlin, Oregon is a small city in western Oregon known for its proximity to Interstate 5, outdoor recreation, and its location in the Umpqua Valley wine region.
-
C.
Hillsboro
Hillsboro is a major city in the Portland metropolitan area known as a hub of Oregon’s high-tech industry, often referred to as part of the “Silicon Forest.”
-
D.
Prineville, Oregon
Prineville, Oregon is a small city in central Oregon known as a gateway to the state’s High Desert region and for its ranching, outdoor recreation, and growing tech-related infrastructure.
-
E.
Tualatin, Oregon
Tualatin, Oregon is a suburban city in the Portland metropolitan area known for its residential communities, retail centers, and proximity to major regional employers.
- 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: Hermiston, Oregon Triple: [U.S. Route 395, servesCity, Hermiston, Oregon]
Generated description
Hermiston, Oregon is a small city in northeastern Oregon known as an agricultural and transportation hub in the Columbia Basin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hermiston, Oregon Target entity description: Hermiston, Oregon is a small city in northeastern Oregon known as an agricultural and transportation hub in the Columbia Basin.
-
A.
Aumsville, Oregon
Aumsville, Oregon is a small city in the Willamette Valley region of western Oregon, located southeast of Salem.
-
B.
Sutherlin, Oregon
Sutherlin, Oregon is a small city in western Oregon known for its proximity to Interstate 5, outdoor recreation, and its location in the Umpqua Valley wine region.
-
C.
Hillsboro
Hillsboro is a major city in the Portland metropolitan area known as a hub of Oregon’s high-tech industry, often referred to as part of the “Silicon Forest.”
-
D.
Prineville, Oregon
Prineville, Oregon is a small city in central Oregon known as a gateway to the state’s High Desert region and for its ranching, outdoor recreation, and growing tech-related infrastructure.
-
E.
Tualatin, Oregon
Tualatin, Oregon is a suburban city in the Portland metropolitan area known for its residential communities, retail centers, and proximity to major regional employers.
- 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_69a8891869c88190a02643e3bb746f59 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abba54ec048190bfe378aef1cc8086 |
completed | March 7, 2026, 5:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b729cc34819093ebf3fac53d7a9d |
completed | March 14, 2026, 7:29 p.m. |
| NEDg | Description generation | batch_69b5bb3af33081909f25c324b475e5f7 |
completed | March 14, 2026, 7:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5bba8d54081909feb5ebc5bace2d1 |
completed | March 14, 2026, 7:48 p.m. |
Created at: March 4, 2026, 7:41 p.m.