Triple

T3809178
Position Surface form Disambiguated ID Type / Status
Subject Texas Department of Transportation E93088 entity
Predicate responsibleFor P636 FINISHED
Object Texas state highways
Texas state highways are a network of state-maintained roads across Texas that connect cities, towns, and regions, supporting intrastate travel and commerce.
 E390416 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 highways | Statement: [Texas Department of Transportation, responsibleFor, Texas state highways]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas state highways
Context triple: [Texas Department of Transportation, responsibleFor, Texas state highways]
  • A. Texas State Highway 59
    Texas State Highway 59 is a state-maintained roadway in Texas that serves as a regional connector route through several North Texas counties, including Cooke County.
  • B. Texas State Highway 5
    Texas State Highway 5 is a state-maintained roadway in Texas that serves as a regional connector route through several North Texas communities.
  • C. 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.
  • D. Texas State Highway 19
    Texas State Highway 19 is a north–south state highway in eastern Texas that connects several rural communities and small cities between Huntsville and Paris.
  • E. Texas State Highway 51
    Texas State Highway 51 is a state-maintained roadway in Texas that serves as a regional connector route, facilitating local and through traffic in Cooke County and surrounding areas.
  • 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 highways
Triple: [Texas Department of Transportation, responsibleFor, Texas state highways]
Generated description
Texas state highways are a network of state-maintained roads across Texas that connect cities, towns, and regions, supporting intrastate travel and commerce.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas state highways
Target entity description: Texas state highways are a network of state-maintained roads across Texas that connect cities, towns, and regions, supporting intrastate travel and commerce.
  • A. Texas State Highway 59
    Texas State Highway 59 is a state-maintained roadway in Texas that serves as a regional connector route through several North Texas counties, including Cooke County.
  • B. Texas State Highway 5
    Texas State Highway 5 is a state-maintained roadway in Texas that serves as a regional connector route through several North Texas communities.
  • C. 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.
  • D. Texas State Highway 19
    Texas State Highway 19 is a north–south state highway in eastern Texas that connects several rural communities and small cities between Huntsville and Paris.
  • E. Texas State Highway 51
    Texas State Highway 51 is a state-maintained roadway in Texas that serves as a regional connector route, facilitating local and through traffic in Cooke County and surrounding areas.
  • 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_69aed96a60088190ab1df8390fffc935 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69aee80c7fc48190b5c2400918bba5c2 completed March 9, 2026, 3:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4fb33db9c81908b462ee80aaaad34 completed March 14, 2026, 6:07 a.m.
NEDg Description generation batch_69b4fc08d65081908953482b10fa5611 completed March 14, 2026, 6:11 a.m.
NED2 Entity disambiguation (via description) batch_69b4fc7d8cf081909c4447818b5363c5 completed March 14, 2026, 6:13 a.m.
Created at: March 9, 2026, 3:16 p.m.