Triple

T10667567
Position Surface form Disambiguated ID Type / Status
Subject Liberty County, Texas E251394 entity
Predicate hasMajorHighway P385 FINISHED
Object State Highway 146
State Highway 146 is a significant north–south Texas state highway running from the Houston area along the Gulf Coast and through several counties, serving as a key regional transportation route.
E1302678 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: State Highway 146 | Statement: [Liberty County, Texas, hasMajorHighway, State Highway 146]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: State Highway 146
Context triple: [Liberty County, Texas, hasMajorHighway, State Highway 146]
  • A. State Highway 114
    State Highway 114 is a major Texas state highway that serves as a key east–west transportation corridor through the Dallas–Fort Worth metropolitan area, including the city of Irving.
  • B. State Highway 116
    State Highway 116 is a state-maintained roadway in Colorado that serves as a key east–west transportation route through rural southeastern communities.
  • C. State Highway 130
    State Highway 130 is a toll road in Central Texas known for bypassing Austin traffic and including one of the highest posted speed limits in the United States.
  • D. State Highway 196
    State Highway 196 is a Colorado state highway that serves as an important regional route through Prowers County and surrounding areas on the eastern plains.
  • E. State Highway 94
    State Highway 94 is a state-maintained roadway in Colorado that serves as an important east–west transportation route across the eastern plains, connecting rural communities to larger regional centers.
  • 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: State Highway 146
Triple: [Liberty County, Texas, hasMajorHighway, State Highway 146]
Generated description
State Highway 146 is a significant north–south Texas state highway running from the Houston area along the Gulf Coast and through several counties, serving as a key regional transportation route.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: State Highway 146
Target entity description: State Highway 146 is a significant north–south Texas state highway running from the Houston area along the Gulf Coast and through several counties, serving as a key regional transportation route.
  • A. State Highway 114
    State Highway 114 is a major Texas state highway that serves as a key east–west transportation corridor through the Dallas–Fort Worth metropolitan area, including the city of Irving.
  • B. State Highway 116
    State Highway 116 is a state-maintained roadway in Colorado that serves as a key east–west transportation route through rural southeastern communities.
  • C. State Highway 130
    State Highway 130 is a toll road in Central Texas known for bypassing Austin traffic and including one of the highest posted speed limits in the United States.
  • D. State Highway 196
    State Highway 196 is a Colorado state highway that serves as an important regional route through Prowers County and surrounding areas on the eastern plains.
  • E. State Highway 94
    State Highway 94 is a state-maintained roadway in Colorado that serves as an important east–west transportation route across the eastern plains, connecting rural communities to larger regional centers.
  • 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_69d6aa5b0d2881909584b20efc5877f0 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6f860790c81909c2c1d3c489ec5b4 completed April 9, 2026, 12:52 a.m.
NED1 Entity disambiguation (via context triple) batch_6a034994bb2481909b712f7eba2e8ab0 completed May 12, 2026, 3:39 p.m.
NEDg Description generation batch_6a034beacd1881908a2de551ee28542f completed May 12, 2026, 3:48 p.m.
NED2 Entity disambiguation (via description) batch_6a034c750938819098a851c1c22ba82c completed May 12, 2026, 3:51 p.m.
Created at: April 8, 2026, 9:08 p.m.