Triple

T15285085
Position Surface form Disambiguated ID Type / Status
Subject Jefferson County industrial corridor E365371 entity
Predicate relatedTo P37 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: [Jefferson County industrial corridor, relatedTo, 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: [Jefferson County industrial corridor, relatedTo, 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_69d85a103d9081908c1ea6c4c73ac8e3 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00e53c9588190a6cb61ac8805c706 completed April 15, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69fef8982bc881908a33ad27ce0ff091 completed May 9, 2026, 9:04 a.m.
Created at: April 10, 2026, 3:15 a.m.