Triple
T5233777
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 59 |
E118169
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object | Texarkana, Texas–Arkansas region |
E298706
|
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: Texarkana, Texas–Arkansas region | Statement: [U.S. Route 59, passesThrough, Texarkana, Texas–Arkansas region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Texarkana, Texas–Arkansas region Context triple: [U.S. Route 59, passesThrough, Texarkana, Texas–Arkansas region]
-
A.
Texarkana, Texas
Texarkana, Texas is a border city in northeastern Texas, adjacent to Texarkana, Arkansas, known as a regional transportation and commercial hub.
-
B.
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.
-
C.
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.
-
D.
Texoma region
The Texoma region is an area spanning parts of northern Texas and southern Oklahoma centered around Lake Texoma and the communities along the Red River.
-
E.
Ark-La-Tex
Ark-La-Tex is a socio-economic and cultural region in the south-central United States where Arkansas, Louisiana, Texas, and sometimes Oklahoma meet, known for its shared history, economy, and media markets.
- 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_69bd4466fb8c819083b806a79414d7e4 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7b04c03481908d901788ce2c4128 |
completed | March 20, 2026, 4:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf1873a8608190b07f1152df8e2e5d |
completed | March 21, 2026, 10:15 p.m. |
Created at: March 20, 2026, 1:49 p.m.