Triple
T4535973
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texarkana, Texas |
E107408
|
entity |
| Predicate | hasSisterCityRelationshipWith |
P919
|
FINISHED |
| Object | Texarkana, Arkansas |
E108604
|
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, Arkansas | Statement: [Texarkana, Texas, hasSisterCityRelationshipWith, Texarkana, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Texarkana, Arkansas Context triple: [Texarkana, Texas, hasSisterCityRelationshipWith, Texarkana, Arkansas]
-
A.
Texarkana, Arkansas
chosen
Texarkana, Arkansas is a border city in southwestern Arkansas that forms half of the bi-state Texarkana metropolitan area along the Texas–Arkansas line.
-
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.
Austin, Arkansas
Austin, Arkansas is a small city in central Arkansas that functions as a suburban community within the Little Rock metropolitan area.
-
D.
Fort Smith, Arkansas
Fort Smith, Arkansas is a historic city in western Arkansas known for its 19th-century military fort, frontier heritage, and role as a key regional center near the Oklahoma border.
-
E.
Missouri City, Texas
Missouri City, Texas is a suburban city in the Houston metropolitan area known for its residential communities and diverse population.
- 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: hasSisterCityRelationshipWith Context triple: [Texarkana, Texas, hasSisterCityRelationshipWith, Texarkana, Arkansas]
-
A.
sisterCityCountry
Indicates that a city has an official sister-city relationship with a city located in the specified country.
-
B.
sisterMunicipalityWith
Indicates a formal partnership or twinning relationship between two municipalities, typically for cultural, social, or economic cooperation.
-
C.
friendshipCityOf
Indicates a relationship where a city is identified as the place associated with a friendship, such as where the friendship originated, is based, or is primarily maintained.
-
D.
hasSisterCityInspiration
Indicates that one city’s sister-city relationship serves as a model, influence, or source of inspiration for another city’s sister-city connection.
-
E.
hasTwinTown
chosen
Indicates that two towns or cities are officially paired in a twinning relationship, typically for cultural, social, or economic exchange.
- 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_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_69bdd38b19a481908b84b49436517387 |
completed | March 20, 2026, 11:08 p.m. |
| PD | Predicate disambiguation | batch_69bd521edd00819099dfccaa65dddd61 |
completed | March 20, 2026, 1:56 p.m. |
Created at: March 20, 2026, 1:04 p.m.