Triple
T14911272
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karnack, Texas |
E371264
|
entity |
| Predicate | locatedInMetropolitanArea |
P294
|
FINISHED |
| Object | Marshall, Texas micropolitan area |
E226814
|
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: Marshall, Texas micropolitan area | Statement: [Karnack, Texas, locatedInMetropolitanArea, Marshall, Texas micropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshall, Texas micropolitan area Context triple: [Karnack, Texas, locatedInMetropolitanArea, Marshall, Texas micropolitan area]
-
A.
Marshall, Texas
Marshall, Texas is a small city in East Texas known as a regional cultural and educational center and for its prominence in federal patent litigation.
-
B.
Marshall, Texas, United States
Marshall, Texas, United States, is a historic East Texas city known as a center of civil rights activity and the birthplace of civil rights leader James Farmer.
-
C.
Longview–Marshall metropolitan area
chosen
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.
-
D.
Mart, Texas
Mart, Texas is a small rural city in Central Texas known for its tight-knit community and agricultural surroundings.
-
E.
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.
- 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_69d85cc7ea3481908228b5acb7d06f12 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded61d75008190b6f9a1a38137836f |
completed | April 15, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe72bb366481909706d511f5ae1290 |
completed | May 8, 2026, 11:33 p.m. |
Created at: April 10, 2026, 2:26 a.m.