Triple

T10834280
Position Surface form Disambiguated ID Type / Status
Subject Walker County, Texas E255706 entity
Predicate hasStateHighway P385 FINISHED
Object Texas State Highway 75
Texas State Highway 75 is a north–south state highway in eastern Texas that largely follows the former route of U.S. Highway 75 between Houston and Dallas, serving communities such as those in Walker County.
E926865 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 75 | Statement: [Walker County, Texas, hasStateHighway, Texas State Highway 75]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Texas State Highway 75
Context triple: [Walker County, Texas, hasStateHighway, Texas State Highway 75]
  • A. 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.
  • B. Texas State Highway 71
    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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 75
Triple: [Walker County, Texas, hasStateHighway, Texas State Highway 75]
Generated description
Texas State Highway 75 is a north–south state highway in eastern Texas that largely follows the former route of U.S. Highway 75 between Houston and Dallas, serving communities such as those in Walker County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Texas State Highway 75
Target entity description: Texas State Highway 75 is a north–south state highway in eastern Texas that largely follows the former route of U.S. Highway 75 between Houston and Dallas, serving communities such as those in Walker County.
  • A. 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.
  • B. Texas State Highway 71
    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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d6aa81a5d08190aa86689061d1ddd2 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d74425447081908fb51c7edf54af67 completed April 9, 2026, 6:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69e5e877c6188190817fb30f2c9a07bf completed April 20, 2026, 8:48 a.m.
NEDg Description generation batch_69e5f1557e9c8190b53ce391793b2c7f completed April 20, 2026, 9:26 a.m.
NED2 Entity disambiguation (via description) batch_69e5f863bf7c81908969ed0a5b99f032 completed April 20, 2026, 9:56 a.m.
Created at: April 8, 2026, 9:19 p.m.