Triple

T8772359
Position Surface form Disambiguated ID Type / Status
Subject Marble Falls E208494 entity
Predicate transportationAccess P941 FINISHED
Object Texas State Highway 71 E282009 NE FINISHED

How this triple was built (2 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 71 | Statement: [Marble Falls, transportationAccess, Texas State Highway 71]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 71
Context triple: [Marble Falls, transportationAccess, Texas State Highway 71]
  • A. Texas State Highway 71 chosen
    Texas State Highway 71 is a major east–west state highway in Texas that connects the Austin area to cities such as Bastrop and La Grange and serves as a key route toward the Gulf Coast.
  • B. Texas State Highway 70
    Texas State Highway 70 is a north–south state highway in Texas that runs through the Texas Panhandle and central regions, connecting several rural communities and serving as an important regional transportation route.
  • C. Texas State Highway 7
    Texas State Highway 7 is an east–west state highway in eastern Texas that serves as a key route connecting several communities, including the city of Nacogdoches.
  • D. Texas State Highway 171
    Texas State Highway 171 is a state highway in Texas that runs through multiple counties in the north-central part of the state, connecting several small towns and rural areas.
  • E. Texas State Highway 78
    Texas State Highway 78 is a state highway in Texas that runs through the Dallas–Fort Worth area, serving communities such as Sachse and connecting them to the broader regional road network.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca835edb4481909b4aafb616dc5eb7 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5f2c54c08190a904723d1f0527a4 completed March 31, 2026, 11:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0771920819081f191567c7e9fd2 completed April 3, 2026, 2:36 p.m.
Created at: March 30, 2026, 6:41 p.m.