Triple

T10705552
Position Surface form Disambiguated ID Type / Status
Subject Polk County, Texas E252393 entity
Predicate hasMajorHighway P385 FINISHED
Object Texas State Highway 321
Texas State Highway 321 is a state-maintained roadway in Texas that serves as a regional connector route in the southeastern part of the state, linking rural communities to larger highways and towns.
E919644 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 321 | Statement: [Polk County, Texas, hasMajorHighway, Texas State Highway 321]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Texas State Highway 321
Context triple: [Polk County, Texas, hasMajorHighway, Texas State Highway 321]
  • A. Texas State Highway 31
    Texas State Highway 31 is a major east–west state highway in Texas that connects several cities and communities, including the Tyler metropolitan area, and serves as an important regional transportation corridor.
  • B. Texas State Highway 352
    Texas State Highway 352 is a state highway in the Dallas–Fort Worth area that serves as a major east–west arterial route connecting Dallas with suburbs such as Mesquite.
  • C. Texas State Highway 341
    Texas State Highway 341 is a short state highway in Texas that serves as a local connector route in and around Westworth Village in the Fort Worth area.
  • D. Texas State Highway 360
    Texas State Highway 360 is a major north–south freeway in the Dallas–Fort Worth metroplex that serves as a key transportation corridor connecting cities such as Euless, Arlington, and Grand Prairie.
  • E. Texas State Highway 34
    Texas State Highway 34 is a state highway in Texas that runs generally north–south through several counties, connecting rural communities and small cities in the eastern part of the state.
  • 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 321
Triple: [Polk County, Texas, hasMajorHighway, Texas State Highway 321]
Generated description
Texas State Highway 321 is a state-maintained roadway in Texas that serves as a regional connector route in the southeastern part of the state, linking rural communities to larger highways and towns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Texas State Highway 321
Target entity description: Texas State Highway 321 is a state-maintained roadway in Texas that serves as a regional connector route in the southeastern part of the state, linking rural communities to larger highways and towns.
  • A. Texas State Highway 31
    Texas State Highway 31 is a major east–west state highway in Texas that connects several cities and communities, including the Tyler metropolitan area, and serves as an important regional transportation corridor.
  • B. Texas State Highway 352
    Texas State Highway 352 is a state highway in the Dallas–Fort Worth area that serves as a major east–west arterial route connecting Dallas with suburbs such as Mesquite.
  • C. Texas State Highway 341
    Texas State Highway 341 is a short state highway in Texas that serves as a local connector route in and around Westworth Village in the Fort Worth area.
  • D. Texas State Highway 360
    Texas State Highway 360 is a major north–south freeway in the Dallas–Fort Worth metroplex that serves as a key transportation corridor connecting cities such as Euless, Arlington, and Grand Prairie.
  • E. Texas State Highway 34
    Texas State Highway 34 is a state highway in Texas that runs generally north–south through several counties, connecting rural communities and small cities in the eastern part of the state.
  • 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_69d6aa5cbabc8190973e683950d89faf completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fddeb060819094cd125a68070eb2 completed April 9, 2026, 1:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69e5424a26688190a49c3920d0edb546 completed April 19, 2026, 8:59 p.m.
NEDg Description generation batch_69e5474879088190990468d960b26739 completed April 19, 2026, 9:21 p.m.
NED2 Entity disambiguation (via description) batch_69e54eccdd3881908536ee3f9f4ef516 completed April 19, 2026, 9:53 p.m.
Created at: April 8, 2026, 9:12 p.m.