Triple
T9142695
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Longview–Kelso metropolitan area |
E219368
|
entity |
| Predicate | neighboringCities |
P57276
|
FINISHED |
| Object | Longview and Kelso |
E219368
|
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: Longview and Kelso | Statement: [Longview–Kelso metropolitan area, neighboringCities, Longview and Kelso]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Longview and Kelso Context triple: [Longview–Kelso metropolitan area, neighboringCities, Longview and Kelso]
-
A.
Longview–Kelso metropolitan area
chosen
The Longview–Kelso metropolitan area is a small bi-city region in southwestern Washington centered on the neighboring cities of Longview and Kelso, serving as a commercial and residential hub along the lower Columbia River.
-
B.
Longview
Longview is a residential area within the Metropolitan Borough of Knowsley in Merseyside, England.
-
C.
Longview
"Longview" is a popular punk rock song by Green Day, best known for its distinctive bass line and themes of boredom and alienation.
-
D.
Longview
Longview is a mid-sized city in northeastern Texas known as a regional hub for the oil, gas, and manufacturing industries.
-
E.
Longview, Washington
Longview, Washington is a small industrial city in southwestern Washington State along the Columbia River, known historically for its lumber and paper industries.
- 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: neighboringCities Context triple: [Longview–Kelso metropolitan area, neighboringCities, Longview and Kelso]
-
A.
isNeighboringCityOf
chosen
Indicates that one city is geographically adjacent to or directly borders another city.
-
B.
hasNearbyCityArea
Indicates that one area is geographically close to or adjacent to a city area.
-
C.
regionCapitalNearby
Indicates that a capital city of a region is located close to the referenced place or entity.
-
D.
neighbouringMunicipality
Indicates that one municipality directly borders and is adjacent to another municipality.
-
E.
adjacentProvince
Indicates that two provinces share a common boundary and are directly next to each other geographically.
- 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_69ca83e012288190a5771058adbaabd2 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8f5f740819098236ada5b95889d |
completed | April 1, 2026, 5:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d048186cc88190be4f515c16c20450 |
completed | April 3, 2026, 11:07 p.m. |
| PD | Predicate disambiguation | batch_69cc6603ce8c8190bf6e8d6754bdec54 |
completed | April 1, 2026, 12:25 a.m. |
Created at: March 30, 2026, 7:19 p.m.