Triple

T20454397
Position Surface form Disambiguated ID Type / Status
Subject Loop 323 (Tyler) E501736 entity
Predicate hasJunctionWith P1018 FINISHED
Object Texas State Highway 2493
Texas State Highway 2493 is a state-maintained roadway in Texas that serves local and regional traffic in the Tyler area.
 E1522524 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: Texas State Highway 2493 | Statement: [Loop 323 (Tyler), hasJunctionWith, Texas State Highway 2493]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 2493
Context triple: [Loop 323 (Tyler), hasJunctionWith, Texas State Highway 2493]
  • A. Texas State Highway 249
    Texas State Highway 249 is a major north–south roadway in the Houston metropolitan area that connects the city of Houston to suburban communities such as Tomball and beyond.
  • B. Texas State Highway 242
    Texas State Highway 242 is an east–west state highway in southeastern Texas that serves as a major corridor through Montgomery County, connecting Interstate 45 with U.S. Highway 59 and providing access to The Woodlands and surrounding communities.
  • C. Texas State Highway 204
    Texas State Highway 204 is a state highway in eastern Texas that connects several rural communities and serves as a regional route through Nacogdoches County and surrounding areas.
  • D. Texas State Highway 205
    Texas State Highway 205 is a state highway in northeastern Texas that connects the city of Rockwall with surrounding communities as part of the regional road network.
  • E. Texas State Highway 349
    Texas State Highway 349 is a state highway in Texas that runs through the Permian Basin region, connecting rural communities and oil-producing areas to larger transportation routes.
  • 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: Texas State Highway 2493
Triple: [Loop 323 (Tyler), hasJunctionWith, Texas State Highway 2493]
Generated description
Texas State Highway 2493 is a state-maintained roadway in Texas that serves local and regional traffic in the Tyler area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 2493
Target entity description: Texas State Highway 2493 is a state-maintained roadway in Texas that serves local and regional traffic in the Tyler area.
  • A. Texas State Highway 249
    Texas State Highway 249 is a major north–south roadway in the Houston metropolitan area that connects the city of Houston to suburban communities such as Tomball and beyond.
  • B. Texas State Highway 242
    Texas State Highway 242 is an east–west state highway in southeastern Texas that serves as a major corridor through Montgomery County, connecting Interstate 45 with U.S. Highway 59 and providing access to The Woodlands and surrounding communities.
  • C. Texas State Highway 204
    Texas State Highway 204 is a state highway in eastern Texas that connects several rural communities and serves as a regional route through Nacogdoches County and surrounding areas.
  • D. Texas State Highway 205
    Texas State Highway 205 is a state highway in northeastern Texas that connects the city of Rockwall with surrounding communities as part of the regional road network.
  • E. Texas State Highway 349
    Texas State Highway 349 is a state highway in Texas that runs through the Permian Basin region, connecting rural communities and oil-producing areas to larger transportation routes.
  • 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_69e0b4ad4940819098cf2ff6413574e5 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e68d04ca4081909b428c31d16fca10 completed April 20, 2026, 8:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a9ea620f08190971672a93a2088d1 completed May 18, 2026, 5:07 a.m.
NEDg Description generation batch_6a0a9f68713081908ac4878d8792eb19 completed May 18, 2026, 5:11 a.m.
NED2 Entity disambiguation (via description) batch_6a0a9fd1b6e4819093cc7c68f0229102 completed May 18, 2026, 5:12 a.m.
Created at: April 16, 2026, 11:32 a.m.