Triple

T22142487
Position Surface form Disambiguated ID Type / Status
Subject Liberty Hill, Texas E547197 entity
Predicate transportationCorridor P385 FINISHED
Object U.S. Highway 183 corridor (nearby) NE NERFINISHED

How this triple was built (3 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. Highway 183 corridor (nearby) | Statement: [Liberty Hill, Texas, transportationCorridor, U.S. Highway 183 corridor (nearby)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Highway 183 corridor (nearby)
Context triple: [Liberty Hill, Texas, transportationCorridor, U.S. Highway 183 corridor (nearby)]
  • A. U.S. Route 281 (nearby)
    U.S. Route 281 is a major north–south United States highway that runs from the Mexican border in Texas through the central U.S. to the Canadian border, serving as a key alternative to Interstate 35.
  • B. U.S. Highway 63 (nearby)
    U.S. Highway 63 is a major north–south United States highway running through the central part of the country, connecting several Midwestern and Southern states.
  • C. U.S. Route 15 (nearby)
    U.S. Route 15 is a major north–south U.S. highway running from South Carolina to New York, serving as an important regional corridor through central Pennsylvania.
  • D. U.S. Highway 34 (nearby)
    U.S. Highway 34 is a major east–west U.S. highway that runs from Colorado through the Great Plains and Midwest, providing access to Rocky Mountain National Park and connecting numerous communities across several states.
  • E. Texas State Highway 303 (nearby corridors)
    Texas State Highway 303 is a regional roadway in the Dallas–Fort Worth area that serves as a nearby transportation corridor for communities such as Everman, Texas.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Highway 183 corridor (nearby)
Target entity description: The U.S. Highway 183 corridor is a major north–south transportation route in central Texas that connects communities like Liberty Hill to the greater Austin metropolitan area and other regional destinations.
  • A. U.S. Route 281 (nearby)
    U.S. Route 281 is a major north–south United States highway that runs from the Mexican border in Texas through the central U.S. to the Canadian border, serving as a key alternative to Interstate 35.
  • B. U.S. Highway 63 (nearby)
    U.S. Highway 63 is a major north–south United States highway running through the central part of the country, connecting several Midwestern and Southern states.
  • C. U.S. Route 15 (nearby)
    U.S. Route 15 is a major north–south U.S. highway running from South Carolina to New York, serving as an important regional corridor through central Pennsylvania.
  • D. U.S. Highway 34 (nearby)
    U.S. Highway 34 is a major east–west U.S. highway that runs from Colorado through the Great Plains and Midwest, providing access to Rocky Mountain National Park and connecting numerous communities across several states.
  • E. Texas State Highway 303 (nearby corridors)
    Texas State Highway 303 is a regional roadway in the Dallas–Fort Worth area that serves as a nearby transportation corridor for communities such as Everman, Texas.
  • F. None of above. chosen

Provenance (2 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_69e11e3a95d88190a3bd80d9471976c3 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f129bf78108190b50d937917258693 completed April 28, 2026, 9:42 p.m.
Created at: April 16, 2026, 8:32 p.m.