Triple

T20659511
Position Surface form Disambiguated ID Type / Status
Subject Texas State Highway 110 E507719 entity
Predicate hasJunctionWith P1018 FINISHED
Object Loop 323 (Tyler, Texas)
Loop 323 (Tyler, Texas) is a major circumferential highway encircling the city of Tyler, serving as a primary route for local and through traffic and connecting with several key state highways.
E1442796 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: Loop 323 (Tyler, Texas) | Statement: [Texas State Highway 110, hasJunctionWith, Loop 323 (Tyler, Texas)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Loop 323 (Tyler, Texas)
Context triple: [Texas State Highway 110, hasJunctionWith, Loop 323 (Tyler, Texas)]
  • A. Loop 360 (Capital of Texas Highway)
    Loop 360, also known as the Capital of Texas Highway, is a major scenic arterial road in Austin, Texas, known for its hill country views, river crossings, and role as a key commuter and connector route in the region.
  • B. Cloverleaf, Texas
    Cloverleaf, Texas is a small unincorporated community in eastern Harris County, near Houston, known primarily as a residential suburb with convenient access to major highways and industrial areas.
  • C. Dalworthington Gardens, Texas
    Dalworthington Gardens, Texas is a small, affluent suburban city in the Dallas–Fort Worth metropolitan area known for its semi-rural character and residential communities.
  • D. Texas State Highway Loop 375
    Texas State Highway Loop 375 is a major loop route encircling much of El Paso, Texas, connecting key highways and neighborhoods while providing access to both urban areas and nearby desert and mountain landscapes.
  • E. Lacy-Lakeview, Texas
    Lacy-Lakeview, Texas is a small city in Central Texas that forms part of the Waco metropolitan area.
  • 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: Loop 323 (Tyler, Texas)
Triple: [Texas State Highway 110, hasJunctionWith, Loop 323 (Tyler, Texas)]
Generated description
Loop 323 (Tyler, Texas) is a major circumferential highway encircling the city of Tyler, serving as a primary route for local and through traffic and connecting with several key state highways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Loop 323 (Tyler, Texas)
Target entity description: Loop 323 (Tyler, Texas) is a major circumferential highway encircling the city of Tyler, serving as a primary route for local and through traffic and connecting with several key state highways.
  • A. Loop 360 (Capital of Texas Highway)
    Loop 360, also known as the Capital of Texas Highway, is a major scenic arterial road in Austin, Texas, known for its hill country views, river crossings, and role as a key commuter and connector route in the region.
  • B. Cloverleaf, Texas
    Cloverleaf, Texas is a small unincorporated community in eastern Harris County, near Houston, known primarily as a residential suburb with convenient access to major highways and industrial areas.
  • C. Dalworthington Gardens, Texas
    Dalworthington Gardens, Texas is a small, affluent suburban city in the Dallas–Fort Worth metropolitan area known for its semi-rural character and residential communities.
  • D. Texas State Highway Loop 375
    Texas State Highway Loop 375 is a major loop route encircling much of El Paso, Texas, connecting key highways and neighborhoods while providing access to both urban areas and nearby desert and mountain landscapes.
  • E. Lacy-Lakeview, Texas
    Lacy-Lakeview, Texas is a small city in Central Texas that forms part of the Waco metropolitan area.
  • 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_69e0b4bf58c081908e52a4500e03ff83 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6b2eff7a88190be0bdea227616e02 completed April 20, 2026, 11:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08c59bcd4c8190925addae1e67c5b4 completed May 16, 2026, 7:29 p.m.
NEDg Description generation batch_6a08c6b50ea8819083ff85b85b2b6082 completed May 16, 2026, 7:34 p.m.
NED2 Entity disambiguation (via description) batch_6a08c7bf78b48190936455734ecf055d completed May 16, 2026, 7:38 p.m.
Created at: April 16, 2026, 11:43 a.m.