Triple

T482947
Position Surface form Disambiguated ID Type / Status
Subject Sachse E9809 entity
Predicate hasTransportation P105 FINISHED
Object 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.
 E101371 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 78 | Statement: [Sachse, hasTransportation, Texas State Highway 78]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 78
Context triple: [Sachse, hasTransportation, Texas State Highway 78]
  • A. Texas State Highway 352
    Texas State Highway 352 is a state highway in the Dallas–Fort Worth area that serves as a major east–west arterial route connecting Dallas with suburbs such as Mesquite.
  • B. U.S. Route 75
    U.S. Route 75 is a major north–south U.S. Highway running from Texas through the central United States, serving as a key transportation corridor for cities such as Dallas.
  • C. U.S. Route 280
    U.S. Route 280 is a major east–west U.S. Highway running from central Alabama through Georgia, connecting cities such as Birmingham, Columbus, and Savannah.
  • D. Interstate 45
    Interstate 45 is a major north–south U.S. highway in Texas that connects the cities of Dallas and Houston.
  • E. Interstate 30
    Interstate 30 is a major east–west U.S. highway running through Texas and Arkansas, connecting cities such as Dallas and Fort Worth to Little Rock.
  • 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 78
Triple: [Sachse, hasTransportation, Texas State Highway 78]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 78
Target entity description: 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.
  • A. Texas State Highway 352
    Texas State Highway 352 is a state highway in the Dallas–Fort Worth area that serves as a major east–west arterial route connecting Dallas with suburbs such as Mesquite.
  • B. U.S. Route 75
    U.S. Route 75 is a major north–south U.S. Highway running from Texas through the central United States, serving as a key transportation corridor for cities such as Dallas.
  • C. U.S. Route 280
    U.S. Route 280 is a major east–west U.S. Highway running from central Alabama through Georgia, connecting cities such as Birmingham, Columbus, and Savannah.
  • D. Interstate 45
    Interstate 45 is a major north–south U.S. highway in Texas that connects the cities of Dallas and Houston.
  • E. Interstate 30
    Interstate 30 is a major east–west U.S. highway running through Texas and Arkansas, connecting cities such as Dallas and Fort Worth to Little Rock.
  • 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_69a2e802e2908190ab17c9479e0b6412 completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2f0b8fe6081909f8ab87bfda6b2d8 completed Feb. 28, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7a3a260888190b89e90c1da061733 completed March 4, 2026, 3:14 a.m.
NEDg Description generation batch_69a7a5d4125481908fa8cbfefe39f7cd completed March 4, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69a7a6584acc81908a12da6f0c2faec5 completed March 4, 2026, 3:26 a.m.
Created at: Feb. 28, 2026, 1:12 p.m.