Triple
T4535974
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texarkana, Texas |
E107408
|
entity |
| Predicate | partOfInterstateRegion |
P57333
|
FINISHED |
| Object | Texarkana urban area |
E298706
|
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: Texarkana urban area | Statement: [Texarkana, Texas, partOfInterstateRegion, Texarkana urban area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Texarkana urban area Context triple: [Texarkana, Texas, partOfInterstateRegion, Texarkana urban area]
-
A.
Texarkana metropolitan area
chosen
The Texarkana metropolitan area is a bi-state urban region centered on the twin cities of Texarkana, Texas, and Texarkana, Arkansas, serving as a key commercial and cultural hub of the Ark-La-Tex region.
-
B.
Texarkana, Texas
Texarkana, Texas is a border city in northeastern Texas, adjacent to Texarkana, Arkansas, known as a regional transportation and commercial hub.
-
C.
Texarkana, Arkansas
Texarkana, Arkansas is a border city in southwestern Arkansas that forms half of the bi-state Texarkana metropolitan area along the Texas–Arkansas line.
-
D.
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.
-
E.
Abilene metropolitan area
The Abilene metropolitan area is a regional urban hub in west-central Texas centered on the city of Abilene, known for its military presence, higher education institutions, and role as an economic and cultural center for the surrounding rural counties.
- 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: partOfInterstateRegion Context triple: [Texarkana, Texas, partOfInterstateRegion, Texarkana urban area]
-
A.
USStateRegion
Indicates that a U.S. state is located within or belongs to a particular geographic region of the United States.
-
B.
inUSStateRegion
Indicates that one entity is located within, or belongs to, a specific region of a U.S. state.
-
C.
countyRegion
Indicates that a county is located within, or is administratively part of, a larger geographic region.
-
D.
federalRegion
Indicates that an entity is located within, administered by, or associated with a specific federal region or federal-level administrative division.
-
E.
region1
Indicates that one entity is the first or primary region associated with, containing, or encompassing another entity.
- 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_69bd43f922788190b7edfa294e39b178 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd57b634b08190845d04213cf8d5b9 |
completed | March 20, 2026, 2:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdb9193e2481908901b9b4eb307da8 |
completed | March 20, 2026, 9:16 p.m. |
| PD | Predicate disambiguation | batch_69bd521edd00819099dfccaa65dddd61 |
completed | March 20, 2026, 1:56 p.m. |
| PDg | Predicate description generation | batch_69bd56b3e4c88190a7ade3d0ed0ab606 |
completed | March 20, 2026, 2:16 p.m. |
Created at: March 20, 2026, 1:04 p.m.