Triple
T6957599
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Longview, Texas |
E161284
|
entity |
| Predicate | metropolitanArea |
P294
|
FINISHED |
| Object | Longview, Texas metropolitan statistical area |
E113462
|
NE FINISHED |
How this triple was built (2 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, Texas metropolitan statistical area | Statement: [Longview, Texas, metropolitanArea, Longview, Texas metropolitan statistical area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Longview, Texas metropolitan statistical area Context triple: [Longview, Texas, metropolitanArea, Longview, Texas metropolitan statistical area]
-
A.
Longview, Texas
Longview, Texas is a mid-sized East Texas city known as a regional hub for the oil, gas, and manufacturing industries and for hosting the annual Great Texas Balloon Race.
-
B.
Sherman, Texas metropolitan area
The Sherman, Texas metropolitan area is a small North Texas metro region centered on the city of Sherman and its neighboring communities, including Denison, forming part of the broader Texoma area near the Oklahoma border.
-
C.
Longview metropolitan area
chosen
The Longview metropolitan area is a regional urban and economic hub in East Texas centered on the city of Longview and its surrounding communities.
-
D.
Bryan–College Station metropolitan area
The Bryan–College Station metropolitan area is a regional urban hub in East-Central Texas centered around the twin cities of Bryan and College Station, home to Texas A&M University and a growing economy in education, research, and healthcare.
-
E.
Longview–Marshall metropolitan area
The Longview–Marshall metropolitan area is a regional urban hub in East Texas centered on the cities of Longview and Marshall, forming a key population and economic center within the Ark-La-Tex region.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c68852a9a0819097797e31d492e273 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6dad0e52081908b524dc6a66bab01 |
completed | March 27, 2026, 7:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7588e2c5c8190a66a0205f3c2bf99 |
completed | March 28, 2026, 4:26 a.m. |
Created at: March 27, 2026, 2:29 p.m.