Triple

T10278778
Position Surface form Disambiguated ID Type / Status
Subject Pflugerville, Texas E241037 entity
Predicate majorHighway P385 FINISHED
Object State Highway 130
State Highway 130 is a toll road in Central Texas known for bypassing Austin traffic and including one of the highest posted speed limits in the United States.
E1142923 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 130 | Statement: [Pflugerville, Texas, majorHighway, State Highway 130]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: State Highway 130
Context triple: [Pflugerville, Texas, majorHighway, State Highway 130]
  • A. Federal Highway 136
    Federal Highway 136 is a Mexican federal roadway that serves as a key regional route connecting the city of Texcoco with other parts of central Mexico.
  • 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. Federal Highway 180
    Federal Highway 180 is a major Mexican coastal roadway that runs along the Gulf of Mexico, linking numerous key cities and states in eastern Mexico.
  • D. National Highway 152
    National Highway 152 is a major Indian roadway in the state of Haryana that connects several key towns and facilitates regional transportation and commerce.
  • E. 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.
  • 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 130
Triple: [Pflugerville, Texas, majorHighway, State Highway 130]
Generated description
State Highway 130 is a toll road in Central Texas known for bypassing Austin traffic and including one of the highest posted speed limits in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: State Highway 130
Target entity description: State Highway 130 is a toll road in Central Texas known for bypassing Austin traffic and including one of the highest posted speed limits in the United States.
  • A. Federal Highway 136
    Federal Highway 136 is a Mexican federal roadway that serves as a key regional route connecting the city of Texcoco with other parts of central Mexico.
  • 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. Federal Highway 180
    Federal Highway 180 is a major Mexican coastal roadway that runs along the Gulf of Mexico, linking numerous key cities and states in eastern Mexico.
  • D. National Highway 152
    National Highway 152 is a major Indian roadway in the state of Haryana that connects several key towns and facilitates regional transportation and commerce.
  • E. 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.
  • 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_69d381a94c1881908fc38fc263d9b9c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d29fdf2c819099dd581deac08cf2 completed April 7, 2026, 9:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69fed314bb9481908144c5399aa62ffa completed May 9, 2026, 6:24 a.m.
NEDg Description generation batch_69fed47c88d08190a4396b955c9bb388 completed May 9, 2026, 6:30 a.m.
NED2 Entity disambiguation (via description) batch_69fed50956408190b1426d578803974e completed May 9, 2026, 6:32 a.m.
Created at: April 6, 2026, 11:38 a.m.