Triple

T20987307
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 77 E516923 entity
Predicate category P87 FINISHED
Object United States Numbered Highway in Oklahoma
United States Numbered Highways in Oklahoma are part of the nationwide U.S. Highway System, providing major regional and interstate routes that connect cities, towns, and neighboring states across Oklahoma.
E1460716 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: United States Numbered Highway in Oklahoma | Statement: [U.S. Route 77, category, United States Numbered Highway in Oklahoma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Numbered Highway in Oklahoma
Context triple: [U.S. Route 77, category, United States Numbered Highway in Oklahoma]
  • A. United States Numbered Highway in Wisconsin
    United States Numbered Highway in Wisconsin refers to any segment of the federal U.S. Highway System that runs through the state of Wisconsin, forming part of its primary road network.
  • 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. Interstate Highway System in Oklahoma
    The Interstate Highway System in Oklahoma is the network of federally designated high-speed highways that forms the backbone of long-distance and urban travel across the state, connecting major cities, neighboring states, and key economic corridors.
  • D. Oklahoma State Highway
    Oklahoma State Highways are a network of state-maintained roads in Oklahoma that connect cities, towns, and rural areas across the state.
  • E. United States numbered state highways
    United States numbered state highways are a nationwide system of state-maintained roads, each identified by a unique number within its state, that supplement the federal and interstate highway networks.
  • 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: United States Numbered Highway in Oklahoma
Triple: [U.S. Route 77, category, United States Numbered Highway in Oklahoma]
Generated description
United States Numbered Highways in Oklahoma are part of the nationwide U.S. Highway System, providing major regional and interstate routes that connect cities, towns, and neighboring states across Oklahoma.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Numbered Highway in Oklahoma
Target entity description: United States Numbered Highways in Oklahoma are part of the nationwide U.S. Highway System, providing major regional and interstate routes that connect cities, towns, and neighboring states across Oklahoma.
  • A. United States Numbered Highway in Wisconsin
    United States Numbered Highway in Wisconsin refers to any segment of the federal U.S. Highway System that runs through the state of Wisconsin, forming part of its primary road network.
  • 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. Interstate Highway System in Oklahoma
    The Interstate Highway System in Oklahoma is the network of federally designated high-speed highways that forms the backbone of long-distance and urban travel across the state, connecting major cities, neighboring states, and key economic corridors.
  • D. Oklahoma State Highway
    Oklahoma State Highways are a network of state-maintained roads in Oklahoma that connect cities, towns, and rural areas across the state.
  • E. United States numbered state highways
    United States numbered state highways are a nationwide system of state-maintained roads, each identified by a unique number within its state, that supplement the federal and interstate highway networks.
  • 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_69e0b4ffac148190bbade9f0eceb660b completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6fbe3fbac819086d3079aaddca5b1 completed April 21, 2026, 4:24 a.m.
NED1 Entity disambiguation (via context triple) batch_6a092fc795ec81909f9f96498f7b5f3a completed May 17, 2026, 3:02 a.m.
NEDg Description generation batch_6a0930a5cffc8190a7d1cc19e5cacf49 completed May 17, 2026, 3:06 a.m.
NED2 Entity disambiguation (via description) batch_6a093133c77c8190a9e0326980c7717f completed May 17, 2026, 3:08 a.m.
Created at: April 16, 2026, 1:49 p.m.