Triple

T17812095
Position Surface form Disambiguated ID Type / Status
Subject Hopkins County, Texas E444732 entity
Predicate hasStateHighway P385 FINISHED
Object Texas State Highway 301
Texas State Highway 301 is a state-maintained roadway in Texas that serves local and regional traffic in and around Hopkins County.
 E1360409 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 301 | Statement: [Hopkins County, Texas, hasStateHighway, Texas State Highway 301]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 301
Context triple: [Hopkins County, Texas, hasStateHighway, Texas State Highway 301]
  • A. Texas State Highway 302
    Texas State Highway 302 is a state highway in western Texas that serves as an important east–west route connecting rural communities and oil-producing regions.
  • B. Texas State Highway 31
    Texas State Highway 31 is a major east–west state highway in Texas that connects several cities and communities, including the Tyler metropolitan area, and serves as an important regional transportation corridor.
  • C. Texas State Highway 30
    Texas State Highway 30 is a primary east–west state highway in Texas that connects College Station to Huntsville and serves as a key regional transportation route in the Brazos Valley.
  • D. Texas State Highway 304
    Texas State Highway 304 is a state highway in Texas that serves as a key north–south route through Bastrop County, connecting rural areas with nearby towns and major roads.
  • E. Texas State Highway 317
    Texas State Highway 317 is a state highway in central Texas that runs north–south through Belton and connects several communities in the region.
  • 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 301
Triple: [Hopkins County, Texas, hasStateHighway, Texas State Highway 301]
Generated description
Texas State Highway 301 is a state-maintained roadway in Texas that serves local and regional traffic in and around Hopkins County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 301
Target entity description: Texas State Highway 301 is a state-maintained roadway in Texas that serves local and regional traffic in and around Hopkins County.
  • A. Texas State Highway 302
    Texas State Highway 302 is a state highway in western Texas that serves as an important east–west route connecting rural communities and oil-producing regions.
  • B. Texas State Highway 31
    Texas State Highway 31 is a major east–west state highway in Texas that connects several cities and communities, including the Tyler metropolitan area, and serves as an important regional transportation corridor.
  • C. Texas State Highway 30
    Texas State Highway 30 is a primary east–west state highway in Texas that connects College Station to Huntsville and serves as a key regional transportation route in the Brazos Valley.
  • D. Texas State Highway 304
    Texas State Highway 304 is a state highway in Texas that serves as a key north–south route through Bastrop County, connecting rural areas with nearby towns and major roads.
  • E. Texas State Highway 317
    Texas State Highway 317 is a state highway in central Texas that runs north–south through Belton and connects several communities in the region.
  • 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_69d8b9f0de78819099395b14db75a8a6 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4887c63608190b29a407cabff0bc5 completed April 19, 2026, 7:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f234d350819090ea00808e01b286 completed May 15, 2026, 10:15 a.m.
NEDg Description generation batch_6a06f2b5c02c81909053e02939a19162 completed May 15, 2026, 10:17 a.m.
NED2 Entity disambiguation (via description) batch_6a06f318fdfc819091b4968731225139 completed May 15, 2026, 10:19 a.m.
Created at: April 10, 2026, 10:14 a.m.