Triple

T9703475
Position Surface form Disambiguated ID Type / Status
Subject Texas–Oklahoma state line E234836 entity
Predicate hasBorderPoint P69484 FINISHED
Object Texarkana, Arkansas–Texas–Oklahoma tri-state area vicinity E108604 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, Arkansas–Texas–Oklahoma tri-state area vicinity | Statement: [Texas–Oklahoma state line, hasBorderPoint, Texarkana, Arkansas–Texas–Oklahoma tri-state area vicinity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texarkana, Arkansas–Texas–Oklahoma tri-state area vicinity
Context triple: [Texas–Oklahoma state line, hasBorderPoint, Texarkana, Arkansas–Texas–Oklahoma tri-state area vicinity]
  • 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. Texarkana metropolitan area
    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_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_69d19132687c8190baf3a60af1b789a8 completed April 4, 2026, 10:31 p.m.
Created at: March 30, 2026, 8:18 p.m.