Triple

T13279419
Position Surface form Disambiguated ID Type / Status
Subject Interstate 10 in Beaumont, Texas E316279 entity
Predicate serves P98 FINISHED
Object Beaumont–Port Arthur metropolitan area E311224 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: Beaumont–Port Arthur metropolitan area | Statement: [Interstate 10 in Beaumont, Texas, serves, Beaumont–Port Arthur metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beaumont–Port Arthur metropolitan area
Context triple: [Interstate 10 in Beaumont, Texas, serves, 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 (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_69d806b349908190a9a61dd9323bf153 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99043fba88190872ede6f63e2fbcb completed April 11, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69f70a56fa048190b32dcef31b978d9c completed May 3, 2026, 8:41 a.m.
Created at: April 9, 2026, 9:26 p.m.