Triple

T4601053
Position Surface form Disambiguated ID Type / Status
Subject Ennis E100318 entity
Predicate majorHighway P385 FINISHED
Object 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.
 E476282 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 34 | Statement: [Ennis, majorHighway, Texas State Highway 34]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 34
Context triple: [Ennis, majorHighway, Texas State Highway 34]
  • A. Texas State Highway 30
    Texas State Highway 30 is a primary east–west state highway in Texas that connects College Station to Huntsville and serves as a key regional transportation route in the Brazos Valley.
  • 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 45
    Texas State Highway 45 is a toll highway forming part of the Austin area’s outer loop, helping to route traffic around the city and connect major regional roadways.
  • D. 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.
  • E. Texas State Highway 40
    Texas State Highway 40 is a state highway in Texas that serves as a key east–west route through the College Station area, improving local and regional connectivity.
  • 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 34
Triple: [Ennis, majorHighway, Texas State Highway 34]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 34
Target entity description: 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.
  • A. Texas State Highway 30
    Texas State Highway 30 is a primary east–west state highway in Texas that connects College Station to Huntsville and serves as a key regional transportation route in the Brazos Valley.
  • 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 45
    Texas State Highway 45 is a toll highway forming part of the Austin area’s outer loop, helping to route traffic around the city and connect major regional roadways.
  • D. 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.
  • E. Texas State Highway 40
    Texas State Highway 40 is a state highway in Texas that serves as a key east–west route through the College Station area, improving local and regional connectivity.
  • 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_69bd43cbc014819098b45f435908f88a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd597346a08190b47eda3b73076f8b completed March 20, 2026, 2:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69be67b3c07481909e4667d42d240c30 completed March 21, 2026, 9:41 a.m.
NEDg Description generation batch_69be6a0c00c081908dc20f88b0d52793 completed March 21, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_69be6a57c73c8190b19f51e997423ac8 completed March 21, 2026, 9:52 a.m.
Created at: March 20, 2026, 1:11 p.m.