Triple

T12335349
Position Surface form Disambiguated ID Type / Status
Subject Oklahoma State Highway 51 E294069 entity
Predicate hasJunctionWith P1018 FINISHED
Object U.S. highways in Oklahoma
U.S. highways in Oklahoma are a network of federally designated routes that provide major east–west and north–south transportation corridors across the state, connecting cities, towns, and neighboring states.
 E978383 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: U.S. highways in Oklahoma | Statement: [Oklahoma State Highway 51, hasJunctionWith, U.S. highways in Oklahoma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. highways in Oklahoma
Context triple: [Oklahoma State Highway 51, hasJunctionWith, U.S. highways in Oklahoma]
  • A. U.S. Highways in Kansas
    U.S. Highways in Kansas are a network of federally designated routes that provide major east–west and north–south transportation corridors across the state, connecting cities, towns, and neighboring states.
  • B. Oklahoma state highway system
    The Oklahoma state highway system is the network of numbered state-maintained roads and highways that connect cities, towns, and regions throughout the state of Oklahoma.
  • C. U.S. Highways in Texas
    U.S. Highways in Texas are a network of federally designated routes that traverse the state, connecting major cities, rural areas, and neighboring states as part of the national U.S. Highway System.
  • D. U.S. Highways in Arkansas
    U.S. Highways in Arkansas are a network of federally designated routes that provide major regional and cross-state road connections throughout the state, linking cities, towns, and interstate highways.
  • E. U.S. Highways in Nebraska
    U.S. Highways in Nebraska are a network of federally designated routes that provide major north–south and east–west road connections across the state, linking cities, towns, and neighboring states.
  • 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: U.S. highways in Oklahoma
Triple: [Oklahoma State Highway 51, hasJunctionWith, U.S. highways in Oklahoma]
Generated description
U.S. highways in Oklahoma are a network of federally designated routes that provide major east–west and north–south transportation corridors across the state, connecting cities, towns, and neighboring states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. highways in Oklahoma
Target entity description: U.S. highways in Oklahoma are a network of federally designated routes that provide major east–west and north–south transportation corridors across the state, connecting cities, towns, and neighboring states.
  • A. U.S. Highways in Kansas
    U.S. Highways in Kansas are a network of federally designated routes that provide major east–west and north–south transportation corridors across the state, connecting cities, towns, and neighboring states.
  • B. Oklahoma state highway system
    The Oklahoma state highway system is the network of numbered state-maintained roads and highways that connect cities, towns, and regions throughout the state of Oklahoma.
  • C. U.S. Highways in Texas
    U.S. Highways in Texas are a network of federally designated routes that traverse the state, connecting major cities, rural areas, and neighboring states as part of the national U.S. Highway System.
  • D. U.S. Highways in Arkansas
    U.S. Highways in Arkansas are a network of federally designated routes that provide major regional and cross-state road connections throughout the state, linking cities, towns, and interstate highways.
  • E. U.S. Highways in Nebraska
    U.S. Highways in Nebraska are a network of federally designated routes that provide major north–south and east–west road connections across the state, linking cities, towns, and neighboring states.
  • 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_69d6ab6ae0dc8190b1522a9c1c55c114 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f6683e881908920e1fee02a14e3 completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62aa367348190b3991f256586a331 completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62d0377348190b7c227cad70286ac completed May 2, 2026, 4:57 p.m.
NED2 Entity disambiguation (via description) batch_69f62dc269e88190acce761f77d44654 completed May 2, 2026, 5 p.m.
Created at: April 8, 2026, 9:53 p.m.