Triple

T5191312
Position Surface form Disambiguated ID Type / Status
Subject Tyler metropolitan area E117159 entity
Predicate transportationInfrastructure P385 FINISHED
Object Texas State Highway 110
Texas State Highway 110 is a state highway in Texas that serves as a key regional route connecting communities in and around the Tyler metropolitan area.
 E507719 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 110 | Statement: [Tyler metropolitan area, transportationInfrastructure, Texas State Highway 110]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 110
Context triple: [Tyler metropolitan area, transportationInfrastructure, Texas State Highway 110]
  • A. Texas State Highway 11
    Texas State Highway 11 is a state highway in northeastern Texas that runs east–west, connecting several communities including Sherman and serving as an important regional route.
  • B. Texas State Highway 105
    Texas State Highway 105 is a major east–west state highway in Texas that connects several communities across the southeastern part of the state, including areas within the Houston metropolitan region.
  • C. Texas State Highway 130
    Texas State Highway 130 is a toll road in central Texas known for its high speed limits and role as an alternative route to relieve congestion on Interstate 35.
  • D. Texas State Highway 155
    Texas State Highway 155 is a state highway in East Texas that runs generally north–south, connecting several communities and serving as a key regional route through areas including Anderson County.
  • E. Texas State Highway 114
    Texas State Highway 114 is a major east–west roadway in northern Texas that connects parts of the Dallas–Fort Worth metroplex with surrounding communities and regional destinations.
  • 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 110
Triple: [Tyler metropolitan area, transportationInfrastructure, Texas State Highway 110]
Generated description
Texas State Highway 110 is a state highway in Texas that serves as a key regional route connecting communities in and around the Tyler metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 110
Target entity description: Texas State Highway 110 is a state highway in Texas that serves as a key regional route connecting communities in and around the Tyler metropolitan area.
  • A. Texas State Highway 11
    Texas State Highway 11 is a state highway in northeastern Texas that runs east–west, connecting several communities including Sherman and serving as an important regional route.
  • B. Texas State Highway 105
    Texas State Highway 105 is a major east–west state highway in Texas that connects several communities across the southeastern part of the state, including areas within the Houston metropolitan region.
  • C. Texas State Highway 130
    Texas State Highway 130 is a toll road in central Texas known for its high speed limits and role as an alternative route to relieve congestion on Interstate 35.
  • D. Texas State Highway 155
    Texas State Highway 155 is a state highway in East Texas that runs generally north–south, connecting several communities and serving as a key regional route through areas including Anderson County.
  • E. Texas State Highway 114
    Texas State Highway 114 is a major east–west roadway in northern Texas that connects parts of the Dallas–Fort Worth metroplex with surrounding communities and regional destinations.
  • 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_69bd44620ff48190bcac01782107a397 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd79ed61c88190bda492f6489f44de completed March 20, 2026, 4:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf06ac60448190a2e97a4df03863ea completed March 21, 2026, 8:59 p.m.
NEDg Description generation batch_69bf07c20ad48190a74baf3b073850df completed March 21, 2026, 9:04 p.m.
NED2 Entity disambiguation (via description) batch_69bf0810acf481909a61b9db9d09a414 completed March 21, 2026, 9:05 p.m.
Created at: March 20, 2026, 1:46 p.m.