Triple

T9159931
Position Surface form Disambiguated ID Type / Status
Subject Lakeway, Texas E219793 entity
Predicate transportationAccess P941 FINISHED
Object 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.
E786616 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 620 | Statement: [Lakeway, Texas, transportationAccess, Ranch to Market Road 620]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ranch to Market Road 620
Context triple: [Lakeway, Texas, transportationAccess, Ranch to Market Road 620]
  • A. Texas State Highway 190
    Texas State Highway 190, commonly known as the President George Bush Turnpike, is a major east–west toll roadway in the Dallas–Fort Worth metropolitan area of Texas.
  • B. Yaqui Pass Road
    Yaqui Pass Road is a scenic desert roadway in Anza-Borrego Desert State Park in Southern California, known for connecting Borrego Springs with the park’s southern regions.
  • C. Texas State Highway 242
    Texas State Highway 242 is an east–west state highway in southeastern Texas that serves as a major corridor through Montgomery County, connecting Interstate 45 with U.S. Highway 59 and providing access to The Woodlands and surrounding communities.
  • D. Texas State Highway 56
    Texas State Highway 56 is a state highway in northern Texas that serves as a key east–west route through cities such as Sherman.
  • E. Texas State Highway 152
    Texas State Highway 152 is a state highway in the Texas Panhandle that serves as an important east–west route connecting several communities, including Pampa.
  • 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 620
Triple: [Lakeway, Texas, transportationAccess, Ranch to Market Road 620]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ranch to Market Road 620
Target entity description: 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.
  • A. Texas State Highway 190
    Texas State Highway 190, commonly known as the President George Bush Turnpike, is a major east–west toll roadway in the Dallas–Fort Worth metropolitan area of Texas.
  • B. Yaqui Pass Road
    Yaqui Pass Road is a scenic desert roadway in Anza-Borrego Desert State Park in Southern California, known for connecting Borrego Springs with the park’s southern regions.
  • C. Texas State Highway 242
    Texas State Highway 242 is an east–west state highway in southeastern Texas that serves as a major corridor through Montgomery County, connecting Interstate 45 with U.S. Highway 59 and providing access to The Woodlands and surrounding communities.
  • D. Texas State Highway 56
    Texas State Highway 56 is a state highway in northern Texas that serves as a key east–west route through cities such as Sherman.
  • E. Texas State Highway 152
    Texas State Highway 152 is a state highway in the Texas Panhandle that serves as an important east–west route connecting several communities, including Pampa.
  • 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_69ca83e3633c81908688a9fa2306ba99 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca9d953c081908d21f363801aaae4 completed April 1, 2026, 5:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69d07768fcd48190b7d4181e57f49753 completed April 4, 2026, 2:28 a.m.
NEDg Description generation batch_69d07ba6ca3881909aa43516a3ac0272 completed April 4, 2026, 2:47 a.m.
NED2 Entity disambiguation (via description) batch_69d07c04ab98819092a2d515c7b1baaa completed April 4, 2026, 2:48 a.m.
Created at: March 30, 2026, 7:21 p.m.