Triple

T4281887
Position Surface form Disambiguated ID Type / Status
Subject Waco, Texas E97168 entity
Predicate locatedInMetropolitanCorridor P38993 FINISHED
Object I-35 corridor between Dallas–Fort Worth and Austin E20699 NE FINISHED

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: I-35 corridor between Dallas–Fort Worth and Austin | Statement: [Waco, Texas, locatedInMetropolitanCorridor, I-35 corridor between Dallas–Fort Worth and Austin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: I-35 corridor between Dallas–Fort Worth and Austin
Context triple: [Waco, Texas, locatedInMetropolitanCorridor, I-35 corridor between Dallas–Fort Worth and Austin]
  • A. Interstate 35W (Texas)
    Interstate 35W (Texas) is a major north–south auxiliary interstate highway that branches from I-35 to serve the Fort Worth area in North Texas.
  • B. Interstate 35 chosen
    Interstate 35 is a major north–south U.S. highway running from the Mexican border in Texas through the central United States to Minnesota, serving numerous key cities along its route.
  • C. Interstate 30
    Interstate 30 is a major east–west U.S. highway running through Texas and Arkansas, connecting cities such as Dallas and Fort Worth to Little Rock.
  • D. North Central Expressway (US 75)
    North Central Expressway (US 75) is a major north–south freeway running through the Dallas–Fort Worth area of Texas, serving as a key transportation corridor for commuters and regional traffic.
  • E. Texas State Highway 59
    Texas State Highway 59 is a state-maintained roadway in Texas that serves as a regional connector route through several North Texas counties, including Cooke County.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: locatedInMetropolitanCorridor
Context triple: [Waco, Texas, locatedInMetropolitanCorridor, I-35 corridor between Dallas–Fort Worth and Austin]
  • A. locatedNearMetropolitanArea
    Indicates that one entity is situated in close geographic proximity to a metropolitan (urban) area.
  • B. belongsToUrbanCorridor chosen
    Indicates that something is part of, contained within, or functionally integrated into a continuous urban corridor or urbanized area.
  • C. majorUrbanCorridor
    Indicates a primary transportation route that connects significant urban areas and supports major flows of people, goods, or services between them.
  • D. operatesInMetropolitanArea
    Indicates that an entity conducts its activities or provides its services within a specified metropolitan area.
  • E. partOfMetropolitanArea
    Indicates that one place is included within and belongs to the larger metropolitan area of another place.
  • F. None of above.

Provenance (4 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_69b34544be3c819084d1ab82d29f90c5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3503938f481909505e0a322dd2b6c completed March 12, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b7bb0168819082a49347fdfe0997 completed March 14, 2026, 7:32 p.m.
PD Predicate disambiguation batch_69b347fc4c0c8190a7fcd814e27308a5 completed March 12, 2026, 11:10 p.m.
Created at: March 12, 2026, 11:07 p.m.