Triple

T1035891
Position Surface form Disambiguated ID Type / Status
Subject Kaufman County, Texas E22359 entity
Predicate majorHighway P385 FINISHED
Object State Highway 34
State Highway 34 is a Texas state highway that runs through several North and East Texas counties, serving as an important regional connector for small towns and rural areas.
E626073 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: State Highway 34 | Statement: [Kaufman County, Texas, majorHighway, State Highway 34]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: State Highway 34
Context triple: [Kaufman County, Texas, majorHighway, State Highway 34]
  • A. National Highway 48
    National Highway 48 is a major Indian roadway that forms part of the primary north–south transport corridor, linking key cities such as Delhi, Jaipur, Ahmedabad, Mumbai, and Bengaluru.
  • B. State Highway 114
    State Highway 114 is a major Texas state highway that serves as a key east–west transportation corridor through the Dallas–Fort Worth metropolitan area, including the city of Irving.
  • C. Highway 27
    Highway 27 is a major north–south arterial route in Ontario that serves communities such as Woodbridge and connects to key regional highways.
  • D. National Highway 27
    National Highway 27 is a major Indian roadway that forms part of the country’s east–west transport corridor, linking key cities and facilitating regional connectivity and trade.
  • E. National Highway 71
    National Highway 71 is a significant roadway in India that connects key cities and facilitates regional transportation and commerce, including access to the pilgrimage center of Tirupati.
  • 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: State Highway 34
Triple: [Kaufman County, Texas, majorHighway, State Highway 34]
Generated description
State Highway 34 is a Texas state highway that runs through several North and East Texas counties, serving as an important regional connector for small towns and rural areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: State Highway 34
Target entity description: State Highway 34 is a Texas state highway that runs through several North and East Texas counties, serving as an important regional connector for small towns and rural areas.
  • A. National Highway 48
    National Highway 48 is a major Indian roadway that forms part of the primary north–south transport corridor, linking key cities such as Delhi, Jaipur, Ahmedabad, Mumbai, and Bengaluru.
  • B. State Highway 114
    State Highway 114 is a major Texas state highway that serves as a key east–west transportation corridor through the Dallas–Fort Worth metropolitan area, including the city of Irving.
  • C. Highway 27
    Highway 27 is a major north–south arterial route in Ontario that serves communities such as Woodbridge and connects to key regional highways.
  • D. National Highway 27
    National Highway 27 is a major Indian roadway that forms part of the country’s east–west transport corridor, linking key cities and facilitating regional connectivity and trade.
  • E. National Highway 71
    National Highway 71 is a significant roadway in India that connects key cities and facilitates regional transportation and commerce, including access to the pilgrimage center of Tirupati.
  • 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_69a493d848848190aed4011b34b2e8d3 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b816272c8190a12e470c4d4ebcf9 completed March 1, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69c74208348c819080d1b4432ff617c0 completed March 28, 2026, 2:50 a.m.
NEDg Description generation batch_69c742fdbd888190bc5b5ec5e2cbcd6a completed March 28, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69c7436b4aa08190aa5bb222c3c45fa9 completed March 28, 2026, 2:56 a.m.
Created at: March 1, 2026, 7:41 p.m.