Triple
T19766159
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arkansas–Texas border |
E474761
|
entity |
| Predicate | hasTwinCityAlongBorder |
P85379
|
FINISHED |
| Object | Texarkana |
—
|
NE NERFINISHED |
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 | Statement: [Arkansas–Texas border, hasTwinCityAlongBorder, Texarkana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Texarkana Context triple: [Arkansas–Texas border, hasTwinCityAlongBorder, Texarkana]
-
A.
Texarkana
chosen
Texarkana is a unique twin city straddling the border of Texas and Arkansas, known for its shared institutions and blended state identities.
-
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.
Missouri City, Texas
Missouri City, Texas is a suburban city in the Houston metropolitan area known for its residential communities and diverse population.
-
E.
Springfield, Texas
Springfield, Texas is a small unincorporated community in the United States, historically known as an early county seat that later declined and largely disappeared.
- 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: hasTwinCityAlongBorder Context triple: [Arkansas–Texas border, hasTwinCityAlongBorder, Texarkana]
-
A.
hasTwinTown
Indicates that two towns or cities are officially paired in a twinning relationship, typically for cultural, social, or economic exchange.
-
B.
hasBorderCity
Indicates that one location is a city situated on or very near the border of another geographic or political region.
-
C.
shareMajorBorderCities
chosen
Indicates that two regions or countries have a shared border along which there are one or more major cities situated on or near that boundary.
-
D.
cityIsBorderCity
Indicates that a city is located on or near a boundary between two regions, countries, or administrative areas.
-
E.
sharesInternationalBorderWith
Indicates that two geographic or political entities have a common boundary that is recognized as an international border.
- F. None of above.
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_69d8e51a43a08190956bc6df13c91a77 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e653232e508190a7d484c0a1e2939a |
completed | April 20, 2026, 4:24 p.m. |
| PD | Predicate disambiguation | batch_69e5305016e08190b9561a96baecb0b8 |
completed | April 19, 2026, 7:43 p.m. |
Created at: April 10, 2026, 1:48 p.m.