Triple

T13279429
Position Surface form Disambiguated ID Type / Status
Subject Interstate 10 in Beaumont, Texas E316279 entity
Predicate connectsTo P845 FINISHED
Object 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.
E1030907 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 287 in Beaumont, Texas | Statement: [Interstate 10 in Beaumont, Texas, connectsTo, U.S. Route 287 in Beaumont, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 287 in Beaumont, Texas
Context triple: [Interstate 10 in Beaumont, Texas, connectsTo, U.S. Route 287 in Beaumont, Texas]
  • A. U.S. Route 77 in Texas
    U.S. Route 77 in Texas is a major north–south U.S. Highway that runs from the Mexican border at Brownsville through numerous South and Central Texas communities toward the Dallas–Fort Worth region.
  • B. U.S. Route 377 in Texas
    U.S. Route 377 in Texas is a north–south U.S. highway that runs from the Dallas–Fort Worth area through several North and Central Texas communities toward the Oklahoma state line.
  • C. U.S. Route 87 near Brady, Texas
    U.S. Route 87 near Brady, Texas is a segment of the major north–south U.S. highway in central Texas that serves as a regional junction and connection point for several state and federal routes.
  • D. U.S. Route 75 in Sherman, Texas
    U.S. Route 75 in Sherman, Texas is a major north–south freeway corridor through the city that connects Sherman to the Dallas–Fort Worth metroplex to the south and Oklahoma to the north.
  • E. U.S. Route 285 (Texas)
    U.S. Route 285 (Texas) is a north–south U.S. Highway in western Texas that connects the Permian Basin region with New Mexico and serves as a key corridor for oilfield and regional traffic.
  • 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 287 in Beaumont, Texas
Triple: [Interstate 10 in Beaumont, Texas, connectsTo, U.S. Route 287 in Beaumont, Texas]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 287 in Beaumont, Texas
Target entity description: 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.
  • A. U.S. Route 77 in Texas
    U.S. Route 77 in Texas is a major north–south U.S. Highway that runs from the Mexican border at Brownsville through numerous South and Central Texas communities toward the Dallas–Fort Worth region.
  • B. U.S. Route 377 in Texas
    U.S. Route 377 in Texas is a north–south U.S. highway that runs from the Dallas–Fort Worth area through several North and Central Texas communities toward the Oklahoma state line.
  • C. U.S. Route 87 near Brady, Texas
    U.S. Route 87 near Brady, Texas is a segment of the major north–south U.S. highway in central Texas that serves as a regional junction and connection point for several state and federal routes.
  • D. U.S. Route 75 in Sherman, Texas
    U.S. Route 75 in Sherman, Texas is a major north–south freeway corridor through the city that connects Sherman to the Dallas–Fort Worth metroplex to the south and Oklahoma to the north.
  • E. U.S. Route 285 (Texas)
    U.S. Route 285 (Texas) is a north–south U.S. Highway in western Texas that connects the Permian Basin region with New Mexico and serves as a key corridor for oilfield and regional traffic.
  • F. None of above. chosen

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_69f70a56fa048190b32dcef31b978d9c completed May 3, 2026, 8:41 a.m.
NEDg Description generation batch_69f70b8f325c819097fb5f221ba28b9a completed May 3, 2026, 8:47 a.m.
NED2 Entity disambiguation (via description) batch_69f70c4c6f908190b2ebc2a90b049e59 completed May 3, 2026, 8:50 a.m.
Created at: April 9, 2026, 9:26 p.m.