Triple
T9703474
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texas–Oklahoma state line |
E234836
|
entity |
| Predicate | hasBorderPoint |
P69484
|
FINISHED |
| Object | Texarkana, Texas |
E107408
|
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, Texas | Statement: [Texas–Oklahoma state line, hasBorderPoint, Texarkana, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Texarkana, Texas Context triple: [Texas–Oklahoma state line, hasBorderPoint, Texarkana, Texas]
-
A.
Texarkana, Texas
chosen
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.
Missouri City, Texas
Missouri City, Texas is a suburban city in the Houston metropolitan area known for its residential communities and diverse population.
-
D.
Collinsville, Texas
Collinsville, Texas is a small rural town in North Texas known for its close-knit community and location within the Sherman–Denison metropolitan area.
-
E.
Hannibal, Texas
Hannibal, Texas is a small rural unincorporated community located in Erath County in north-central Texas.
- 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: hasBorderPoint Context triple: [Texas–Oklahoma state line, hasBorderPoint, Texarkana, Texas]
-
A.
liesOnBorderOf
Indicates that one entity is located along or directly adjacent to the boundary line separating it from another entity.
-
B.
hasBorderElement
chosen
Indicates that one entity includes or is associated with another entity that forms part of its boundary or edge.
-
C.
hasBorderDirection
Indicates that one entity’s border lies in, or is oriented toward, a specified cardinal or relative direction with respect to another entity.
-
D.
hasBorderConnection
Indicates that two regions or entities share a common boundary or are directly connected along a border.
-
E.
isBoundaryFor
Indicates that one entity serves as the limiting edge, border, or enclosing extent that defines the spatial or conceptual bounds of another entity.
- F. None of above.
Provenance (4 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_69ca84cc78808190a56f3402b7c139a7 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9d73a0148190ad4178fd462cdd9c |
completed | April 1, 2026, 10:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1af93b76c81908377f17956fb86b1 |
completed | April 5, 2026, 12:40 a.m. |
| PD | Predicate disambiguation | batch_69cd03b641408190942464eaf174c6b5 |
completed | April 1, 2026, 11:38 a.m. |
Created at: March 30, 2026, 8:18 p.m.