Triple

T8994940
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 250 E214879 entity
Predicate category P87 FINISHED
Object U.S. Highways in Ohio
U.S. Highways in Ohio are a network of federally designated routes that traverse the state, connecting major cities, towns, and neighboring states as part of the broader United States Numbered Highway System.
 E770944 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 Ohio | Statement: [U.S. Route 250, category, U.S. Highways in Ohio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Highways in Ohio
Context triple: [U.S. Route 250, category, U.S. Highways in Ohio]
  • A. U.S. Highways in Indiana
    U.S. Highways in Indiana are a network of federally designated routes that provide major north–south and east–west transportation corridors across the state, connecting cities, towns, and neighboring states.
  • B. Ohio state highway network
    The Ohio state highway network is a statewide system of numbered roads managed by the Ohio Department of Transportation that connects cities, towns, and regions across the state for vehicular travel.
  • C. U.S. Highways in Kentucky
    U.S. Highways in Kentucky are a network of federally designated routes that connect cities, towns, and regions across the state, facilitating both intrastate and interstate travel.
  • D. 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.
  • E. Ohio Interstate Highways
    Ohio Interstate Highways are the network of federally designated high-speed roadways that traverse the state of Ohio, linking its major cities and facilitating regional and national transportation.
  • 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 Ohio
Triple: [U.S. Route 250, category, U.S. Highways in Ohio]
Generated description
U.S. Highways in Ohio are a network of federally designated routes that traverse the state, connecting major cities, towns, and neighboring states as part of the broader United States Numbered Highway System.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Highways in Ohio
Target entity description: U.S. Highways in Ohio are a network of federally designated routes that traverse the state, connecting major cities, towns, and neighboring states as part of the broader United States Numbered Highway System.
  • A. U.S. Highways in Indiana
    U.S. Highways in Indiana are a network of federally designated routes that provide major north–south and east–west transportation corridors across the state, connecting cities, towns, and neighboring states.
  • B. Ohio state highway network
    The Ohio state highway network is a statewide system of numbered roads managed by the Ohio Department of Transportation that connects cities, towns, and regions across the state for vehicular travel.
  • C. U.S. Highways in Kentucky
    U.S. Highways in Kentucky are a network of federally designated routes that connect cities, towns, and regions across the state, facilitating both intrastate and interstate travel.
  • D. 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.
  • E. Ohio Interstate Highways
    Ohio Interstate Highways are the network of federally designated high-speed roadways that traverse the state of Ohio, linking its major cities and facilitating regional and national transportation.
  • 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_69ca83a05c608190bdfdbdb25e994b39 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc68ddff288190869731df2c178ff6 completed April 1, 2026, 12:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0d0e6a08190a2faf4157b8a9cd4 completed April 3, 2026, 2:38 p.m.
NEDg Description generation batch_69cfd193fdbc8190b49192327f698943 completed April 3, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69cfd242590881909ca351c1040c76ef completed April 3, 2026, 2:44 p.m.
Created at: March 30, 2026, 7:04 p.m.