Triple

T2416846
Position Surface form Disambiguated ID Type / Status
Subject Parker County, Texas E52323 entity
Predicate hasStateHighway P385 FINISHED
Object Texas State Highway 171
Texas State Highway 171 is a state highway in Texas that runs through multiple counties in the north-central part of the state, connecting several small towns and rural areas.
E312779 NE FINISHED

How this triple was built (5 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 171 | Statement: [Parker County, Texas, hasStateHighway, Texas State Highway 171]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Texas State Highway 171
Context triple: [Parker County, Texas, hasStateHighway, Texas State Highway 171]
  • A. Texas State Highway 71
    Texas State Highway 71 is a major east–west state highway in Texas that connects the Austin area to cities such as Bastrop and La Grange and serves as a key route toward the Gulf Coast.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Texas State Highway 190
    Texas State Highway 190, commonly known as the President George Bush Turnpike, is a major east–west toll roadway in the Dallas–Fort Worth metropolitan area of Texas.
  • 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 171
Triple: [Parker County, Texas, hasStateHighway, Texas State Highway 171]
Generated description
Texas State Highway 171 is a state highway in Texas that runs through multiple counties in the north-central part of the state, connecting several small towns and rural areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Texas State Highway 171
Target entity description: Texas State Highway 171 is a state highway in Texas that runs through multiple counties in the north-central part of the state, connecting several small towns and rural areas.
  • A. Texas State Highway 71
    Texas State Highway 71 is a major east–west state highway in Texas that connects the Austin area to cities such as Bastrop and La Grange and serves as a key route toward the Gulf Coast.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Texas State Highway 190
    Texas State Highway 190, commonly known as the President George Bush Turnpike, is a major east–west toll roadway in the Dallas–Fort Worth metropolitan area of Texas.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasStateHighway
Context triple: [Parker County, Texas, hasStateHighway, Texas State Highway 171]
  • A. isPrimaryStateHighway
    Indicates that a given road segment is designated as a primary (major) state highway within a state’s road network.
  • B. stateRouteDesignation
    Indicates the specific state-level route number or designation assigned to a roadway within a state highway system.
  • C. hasMajorHighway chosen
    Indicates that a location or area is served by or directly connected to a major highway route.
  • D. isFreeway
    Indicates that a given road segment functions as a freeway, typically designed for high-speed, limited-access vehicular traffic.
  • E. connectsToHighway
    Indicates that one location, road, or route has a direct access point or linkage to a highway.
  • F. None of above.

Provenance (6 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_69ab495622948190bc6bc6e4cddaf645 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc94eafd481909eeff689e5bf5960 completed March 7, 2026, 6:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69b08623c8188190b48615107b653b60 completed March 10, 2026, 8:59 p.m.
NEDg Description generation batch_69b0cf4aec348190bd23af013c5e90ba completed March 11, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69b0cfb38b788190a916b5c723bd804d completed March 11, 2026, 2:13 a.m.
PD Predicate disambiguation batch_69abc5a6cbd0819086c0716e266b7ebb completed March 7, 2026, 6:28 a.m.
Created at: March 6, 2026, 9:42 p.m.