Triple

T13455688
Position Surface form Disambiguated ID Type / Status
Subject Beaumont–Port Arthur metropolitan area E311224 entity
Predicate statisticalDesignation P974 FINISHED
Object Beaumont–Port Arthur, TX Metropolitan Statistical 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, TX Metropolitan Statistical Area | Statement: [Beaumont–Port Arthur metropolitan area, statisticalDesignation, Beaumont–Port Arthur, TX Metropolitan Statistical Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beaumont–Port Arthur, TX Metropolitan Statistical Area
Context triple: [Beaumont–Port Arthur metropolitan area, statisticalDesignation, Beaumont–Port Arthur, TX Metropolitan Statistical 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. Beaumont, Texas
    Beaumont, Texas is an industrial and cultural city in Southeast Texas near the Gulf Coast, known for its oil history and role as a regional education and commerce hub.
  • 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_69d806a938b8819097ec43a2229fc7f9 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaefc52448190b30d7999f44a9765 completed April 12, 2026, 2:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7462522c88190a6a6e2e2292e2414 completed May 3, 2026, 12:57 p.m.
Created at: April 9, 2026, 9:41 p.m.