Triple

T13279430
Position Surface form Disambiguated ID Type / Status
Subject Interstate 10 in Beaumont, Texas E316279 entity
Predicate connectsTo P845 FINISHED
Object U.S. Route 90 in Beaumont, Texas
U.S. Route 90 in Beaumont, Texas is a major east–west highway that serves as a key arterial route through the city, paralleling Interstate 10 and connecting local traffic to regional destinations.
 E1178 NE FINISHED

How this triple was built (4 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: U.S. Route 90 in Beaumont, Texas | Statement: [Interstate 10 in Beaumont, Texas, connectsTo, U.S. Route 90 in Beaumont, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 90 in Beaumont, Texas
Context triple: [Interstate 10 in Beaumont, Texas, connectsTo, U.S. Route 90 in Beaumont, Texas]
  • A. U.S. Route 96 in Beaumont, Texas
    U.S. Route 96 in Beaumont, Texas is a major north–south highway that serves as a key arterial route connecting the city to other parts of Southeast Texas and beyond.
  • B. U.S. Route 69 in Beaumont, Texas
    U.S. Route 69 in Beaumont, Texas is a major north–south highway that serves as a key arterial route through the city, linking local traffic with regional and interstate travel corridors.
  • C. U.S. Route 90 in Florida
    U.S. Route 90 in Florida is a major east–west highway that parallels Interstate 10 across the Florida Panhandle and northern Florida, connecting cities such as Pensacola, Tallahassee, and Jacksonville.
  • D. U.S. Route 287 in Beaumont, Texas
    U.S. Route 287 in Beaumont, Texas is a major highway corridor that serves as a key route for regional traffic and freight movement through the city.
  • E. Interstate 10 in Beaumont, Texas
    Interstate 10 in Beaumont, Texas is a major east–west freeway corridor in Southeast Texas that serves as a key regional and national route for traffic passing through the Beaumont–Port Arthur area.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: U.S. Route 90 in Beaumont, Texas
Triple: [Interstate 10 in Beaumont, Texas, connectsTo, U.S. Route 90 in Beaumont, Texas]
Generated description
U.S. Route 90 in Beaumont, Texas is a major east–west highway that serves as a key arterial route through the city, paralleling Interstate 10 and connecting local traffic to regional destinations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 90 in Beaumont, Texas
Target entity description: U.S. Route 90 in Beaumont, Texas is a major east–west highway that serves as a key arterial route through the city, paralleling Interstate 10 and connecting local traffic to regional destinations.
  • A. U.S. Route 96 in Beaumont, Texas
    U.S. Route 96 in Beaumont, Texas is a major north–south highway that serves as a key arterial route connecting the city to other parts of Southeast Texas and beyond.
  • B. U.S. Route 69 in Beaumont, Texas
    U.S. Route 69 in Beaumont, Texas is a major north–south highway that serves as a key arterial route through the city, linking local traffic with regional and interstate travel corridors.
  • C. U.S. Route 90 in Florida chosen
    U.S. Route 90 in Florida is a major east–west highway that parallels Interstate 10 across the Florida Panhandle and northern Florida, connecting cities such as Pensacola, Tallahassee, and Jacksonville.
  • D. U.S. Route 287 in Beaumont, Texas
    U.S. Route 287 in Beaumont, Texas is a major highway corridor that serves as a key route for regional traffic and freight movement through the city.
  • E. Interstate 10 in Beaumont, Texas
    Interstate 10 in Beaumont, Texas is a major east–west freeway corridor in Southeast Texas that serves as a key regional and national route for traffic passing through the Beaumont–Port Arthur area.
  • F. None of above.

Provenance (5 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_69f716cfea308190836eb4892e7c5eb4 completed May 3, 2026, 9:35 a.m.
NEDg Description generation batch_69f717c97ca481909959fbc278a5db59 completed May 3, 2026, 9:39 a.m.
NED2 Entity disambiguation (via description) batch_69f7188ffd0c8190ba761846ec5f9ae0 completed May 3, 2026, 9:42 a.m.
Created at: April 9, 2026, 9:26 p.m.