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
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.
E1328777 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: 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.
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: served by U.S. Route 90
Triple: [Liberty, Texas, transportation, served by U.S. Route 90]
Generated 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.
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 (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_69d8d387b5548190aa030dad2cb4947e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5340193588190ace2c09c6a94cf81 completed April 19, 2026, 7:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a04917d2530819085469bde7a83c138 completed May 13, 2026, 2:58 p.m.
NEDg Description generation batch_6a0492594a248190941912120fb77acb completed May 13, 2026, 3:01 p.m.
NED2 Entity disambiguation (via description) batch_6a0492d4811c8190ad177b5d52aba66c completed May 13, 2026, 3:03 p.m.
Created at: April 10, 2026, 11:37 a.m.