Triple

T10278814
Position Surface form Disambiguated ID Type / Status
Subject Lago Vista, Texas E241038 entity
Predicate roadAccess P385 FINISHED
Object Ranch to Market Road 1431
Ranch to Market Road 1431 is a scenic and heavily traveled Texas state roadway in Central Texas that connects several communities in the Texas Hill Country and the Austin metropolitan area.
 E852048 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: Ranch to Market Road 1431 | Statement: [Lago Vista, Texas, roadAccess, Ranch to Market Road 1431]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ranch to Market Road 1431
Context triple: [Lago Vista, Texas, roadAccess, Ranch to Market Road 1431]
  • A. Ranch to Market Road 620
    Ranch to Market Road 620 is a major Texas roadway in the Austin–Lakeway area that serves as a key suburban commuter and commercial corridor.
  • B. 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.
  • C. Ranch Road 12
    Ranch Road 12 is a state roadway in central Texas that connects several Hill Country communities, including serving as a main route to and through Wimberley.
  • D. Texas State Highway 144
    Texas State Highway 144 is a state highway in Texas that runs through north-central parts of the state, connecting communities such as Glen Rose and Granbury and serving as a regional route for local and through traffic.
  • E. Texas State Highway 183
    Texas State Highway 183 is a major east–west roadway in the Dallas–Fort Worth metropolitan area that serves as a key commuter and freight corridor connecting several cities and highways across North 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: Ranch to Market Road 1431
Triple: [Lago Vista, Texas, roadAccess, Ranch to Market Road 1431]
Generated description
Ranch to Market Road 1431 is a scenic and heavily traveled Texas state roadway in Central Texas that connects several communities in the Texas Hill Country and the Austin metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ranch to Market Road 1431
Target entity description: Ranch to Market Road 1431 is a scenic and heavily traveled Texas state roadway in Central Texas that connects several communities in the Texas Hill Country and the Austin metropolitan area.
  • A. Ranch to Market Road 620
    Ranch to Market Road 620 is a major Texas roadway in the Austin–Lakeway area that serves as a key suburban commuter and commercial corridor.
  • B. 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.
  • C. Ranch Road 12
    Ranch Road 12 is a state roadway in central Texas that connects several Hill Country communities, including serving as a main route to and through Wimberley.
  • D. Texas State Highway 144
    Texas State Highway 144 is a state highway in Texas that runs through north-central parts of the state, connecting communities such as Glen Rose and Granbury and serving as a regional route for local and through traffic.
  • E. Texas State Highway 183
    Texas State Highway 183 is a major east–west roadway in the Dallas–Fort Worth metropolitan area that serves as a key commuter and freight corridor connecting several cities and highways across North Texas.
  • 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_69d6f8286b1881908b54037d1798f74a completed April 9, 2026, 12:51 a.m.
NEDg Description generation batch_69d6fcad625881909304201c1ebb3bcb completed April 9, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69d6fd84cd708190816d94417294b52a completed April 9, 2026, 1:14 a.m.
Created at: April 6, 2026, 11:38 a.m.