Triple

T12835435
Position Surface form Disambiguated ID Type / Status
Subject Texas State Highway 56 E306897 entity
Predicate hasJunctionWith P1018 FINISHED
Object 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.
E1005112 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 75 in Sherman, Texas | Statement: [Texas State Highway 56, hasJunctionWith, U.S. Route 75 in Sherman, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 75 in Sherman, Texas
Context triple: [Texas State Highway 56, hasJunctionWith, U.S. Route 75 in Sherman, 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 183 in Austin
    U.S. Route 183 in Austin is a major north–south highway corridor that serves as a key arterial route for regional and local traffic through the Austin metropolitan area.
  • D. U.S. Route 175 (Texas)
    U.S. Route 175 (Texas) is a U.S. Highway that runs southeast from Dallas through cities such as Kaufman and Athens toward Jacksonville, serving as a key regional connector in East Texas.
  • E. 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.
  • 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 75 in Sherman, Texas
Triple: [Texas State Highway 56, hasJunctionWith, U.S. Route 75 in Sherman, Texas]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 75 in Sherman, Texas
Target entity description: 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.
  • 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 183 in Austin
    U.S. Route 183 in Austin is a major north–south highway corridor that serves as a key arterial route for regional and local traffic through the Austin metropolitan area.
  • D. U.S. Route 175 (Texas)
    U.S. Route 175 (Texas) is a U.S. Highway that runs southeast from Dallas through cities such as Kaufman and Athens toward Jacksonville, serving as a key regional connector in East Texas.
  • E. 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.
  • 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_69d7bdf52b94819096d6f0ba4ab50a98 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96fb1c7248190bb6e644e041d192e completed April 10, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f68edaa6288190a775f6e852fa941b completed May 2, 2026, 11:55 p.m.
NEDg Description generation batch_69f6900385548190befe667dc4e33af9 completed May 3, 2026, midnight
NED2 Entity disambiguation (via description) batch_69f690c0bd208190bd1f04a9640ad1ce completed May 3, 2026, 12:03 a.m.
Created at: April 9, 2026, 5:34 p.m.