Triple

T18068801
Position Surface form Disambiguated ID Type / Status
Subject Orange County, Texas E432365 entity
Predicate partOf P40 FINISHED
Object Beaumont–Port Arthur metropolitan area — NE NERFINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Beaumont–Port Arthur metropolitan area | Statement: [Orange County, Texas, partOf, Beaumont–Port Arthur metropolitan area]

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beaumont–Port Arthur metropolitan area
Context triple: [Orange County, Texas, partOf, Beaumont–Port Arthur metropolitan area]
  • A. Beaumont–Port Arthur metropolitan area chosen
    The Beaumont–Port Arthur metropolitan area is an industrial and port-centered region in Southeast Texas known for its petrochemical complexes, shipping facilities, and role in the Gulf Coast energy economy.
  • B. Galveston–Texas City metropolitan area
    The Galveston–Texas City metropolitan area is a coastal urban region in southeastern Texas centered around the cities of Galveston and Texas City, known for its port activities, petrochemical industry, and Gulf Coast tourism.
  • C. Bryan–College Station metropolitan area
    The Bryan–College Station metropolitan area is a regional urban hub in East-Central Texas centered around the twin cities of Bryan and College Station, home to Texas A&M University and a growing economy in education, research, and healthcare.
  • D. Brazosport area
    The Brazosport area is a coastal region in southern Brazoria County, Texas, encompassing several interconnected communities along the Gulf Coast and the Brazos River.
  • E. Corpus Christi metropolitan area
    The Corpus Christi metropolitan area is a coastal urban region in South Texas centered on the city of Corpus Christi, known for its port, petrochemical industry, and tourism along the Gulf of Mexico.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 batches)

Stage Batch ID Job type Status
creating batch_69d8b9070cac81909fa9473fb1c3f1c7 elicitation completed
NER batch_69e4ccebff748190b41d2edd93994c67 ner completed
Created at: April 10, 2026, 10:26 a.m.