Triple

T18535499
Position Surface form Disambiguated ID Type / Status
Subject Liberty, Texas E452954 entity
Predicate transportation P230 FINISHED
Object served by U.S. Route 90 — 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: served by U.S. Route 90 | Statement: [Liberty, Texas, transportation, served by U.S. Route 90]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: served by U.S. Route 90
Context triple: [Liberty, Texas, transportation, served by U.S. Route 90]
  • A. U.S. Route 90 in Beaumont, Texas
    U.S. Route 90 in Beaumont, Texas is a major east–west U.S. highway segment that serves as a key arterial route through the city, connecting local traffic with regional and interstate travel corridors.
  • B. served by U.S. Highway 290
    Fredericksburg, Texas, is a historic Hill Country town known for its German heritage, wineries, and vibrant tourism industry.
  • C. served by U.S. Route 45
    Watersmeet, Michigan is a small unincorporated community in the western Upper Peninsula known as a regional crossroads and gateway to nearby forests, lakes, and outdoor recreation areas.
  • D. served by U.S. Route 60
    Fairview, Oklahoma is a small city in northwestern Oklahoma that functions as a local commercial and agricultural hub.
  • E. U.S. Route 90 in Alabama
    U.S. Route 90 in Alabama is a major east–west U.S. Highway that runs across southern Alabama, connecting key Gulf Coast communities and serving as an important regional transportation corridor.
  • 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: served by U.S. Route 90
Target entity description: Liberty, Texas is a small city in southeastern Texas that functions as the county seat of Liberty County and a local hub for government, commerce, and regional travel.
  • A. U.S. Route 90 in Beaumont, Texas
    U.S. Route 90 in Beaumont, Texas is a major east–west U.S. highway segment that serves as a key arterial route through the city, connecting local traffic with regional and interstate travel corridors.
  • B. served by U.S. Highway 290
    Fredericksburg, Texas, is a historic Hill Country town known for its German heritage, wineries, and vibrant tourism industry.
  • C. served by U.S. Route 45
    Watersmeet, Michigan is a small unincorporated community in the western Upper Peninsula known as a regional crossroads and gateway to nearby forests, lakes, and outdoor recreation areas.
  • D. served by U.S. Route 60
    Fairview, Oklahoma is a small city in northwestern Oklahoma that functions as a local commercial and agricultural hub.
  • E. U.S. Route 90 in Alabama
    U.S. Route 90 in Alabama is a major east–west U.S. Highway that runs across southern Alabama, connecting key Gulf Coast communities and serving as an important regional transportation corridor.
  • 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_69d8d387b5548190aa030dad2cb4947e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5340193588190ace2c09c6a94cf81 completed April 19, 2026, 7:58 p.m.
Created at: April 10, 2026, 11:37 a.m.