Triple

T8867719
Position Surface form Disambiguated ID Type / Status
Subject Everman, Texas E211060 entity
Predicate transportServedBy P1298 FINISHED
Object Texas State Highway 303 (nearby corridors)
Texas State Highway 303 is a regional roadway in the Dallas–Fort Worth area that serves as a nearby transportation corridor for communities such as Everman, Texas.
 E763321 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 303 (nearby corridors) | Statement: [Everman, Texas, transportServedBy, Texas State Highway 303 (nearby corridors)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 303 (nearby corridors)
Context triple: [Everman, Texas, transportServedBy, Texas State Highway 303 (nearby corridors)]
  • A. 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.
  • B. State Highway 36 (Texas)
    State Highway 36 (Texas) is a major state highway running across central Texas, connecting cities such as Temple and serving as an important regional transportation route.
  • C. Texas State Highway 360
    Texas State Highway 360 is a major north–south freeway in the Dallas–Fort Worth metroplex that serves as a key transportation corridor connecting cities such as Euless, Arlington, and Grand Prairie.
  • D. Texas State Highway 34
    Texas State Highway 34 is a state highway in Texas that runs generally north–south through several counties, connecting rural communities and small cities in the eastern part of the state.
  • E. Interstate 376 (nearby)
    Interstate 376 is a major highway in western Pennsylvania that connects the Pittsburgh area with nearby communities and regional routes, providing significant transportation access for places like Neshannock Township.
  • 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 303 (nearby corridors)
Triple: [Everman, Texas, transportServedBy, Texas State Highway 303 (nearby corridors)]
Generated description
Texas State Highway 303 is a regional roadway in the Dallas–Fort Worth area that serves as a nearby transportation corridor for communities such as Everman, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 303 (nearby corridors)
Target entity description: Texas State Highway 303 is a regional roadway in the Dallas–Fort Worth area that serves as a nearby transportation corridor for communities such as Everman, Texas.
  • A. 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.
  • B. State Highway 36 (Texas)
    State Highway 36 (Texas) is a major state highway running across central Texas, connecting cities such as Temple and serving as an important regional transportation route.
  • C. Texas State Highway 360
    Texas State Highway 360 is a major north–south freeway in the Dallas–Fort Worth metroplex that serves as a key transportation corridor connecting cities such as Euless, Arlington, and Grand Prairie.
  • D. Texas State Highway 34
    Texas State Highway 34 is a state highway in Texas that runs generally north–south through several counties, connecting rural communities and small cities in the eastern part of the state.
  • E. Interstate 376 (nearby)
    Interstate 376 is a major highway in western Pennsylvania that connects the Pittsburgh area with nearby communities and regional routes, providing significant transportation access for places like Neshannock Township.
  • 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_69ca838d3c7c8190a849566d5afd2b11 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6108530c819084559f4de669ce20 completed April 1, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfa0dafdf48190abc1fe1a8397e339 completed April 3, 2026, 11:13 a.m.
NEDg Description generation batch_69cfa191d7d0819085a6b9bf7fa56067 completed April 3, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69cfa28b1d1c8190ab4a10ba8fa7259d completed April 3, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:51 p.m.