Triple

T4438600
Position Surface form Disambiguated ID Type / Status
Subject Interstate Highways in Arkansas E95712 entity
Predicate hasJunctionWith P1018 FINISHED
Object 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.
 E439917 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 Arkansas | Statement: [Interstate Highways in Arkansas, hasJunctionWith, U.S. Highways in Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Highways in Arkansas
Context triple: [Interstate Highways in Arkansas, hasJunctionWith, U.S. Highways in Arkansas]
  • A. Interstate Highways in Arkansas
    Interstate Highways in Arkansas are the network of federally funded, high-speed roadways that connect major cities and regions within Arkansas to the broader U.S. Interstate Highway System.
  • B. U.S. Highways in South Carolina
    U.S. Highways in South Carolina are a network of federally designated routes that provide major regional and interstate connections across the state, linking cities, towns, and key economic and tourist areas.
  • C. Interstate Highways in Tennessee
    Interstate Highways in Tennessee are a network of federally funded, high-speed roadways that connect major cities and regions across the state as part of the national Interstate Highway System.
  • D. U.S. Highways in North Carolina
    U.S. Highways in North Carolina are a network of federally designated routes that connect cities, towns, and regions across the state, linking North Carolina to the broader national highway system.
  • E. U.S. Highways in Maryland
    U.S. Highways in Maryland are a network of federally designated routes that provide major regional and interstate road connections across the state.
  • 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 Arkansas
Triple: [Interstate Highways in Arkansas, hasJunctionWith, U.S. Highways in Arkansas]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Highways in Arkansas
Target entity description: 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.
  • A. Interstate Highways in Arkansas
    Interstate Highways in Arkansas are the network of federally funded, high-speed roadways that connect major cities and regions within Arkansas to the broader U.S. Interstate Highway System.
  • B. Arkansas state highway network
    The Arkansas state highway network is the system of numbered state-maintained roads and highways that connect cities, towns, and regions throughout the state of Arkansas.
  • C. U.S. Highways in South Carolina
    U.S. Highways in South Carolina are a network of federally designated routes that provide major regional and interstate connections across the state, linking cities, towns, and key economic and tourist areas.
  • D. Interstate Highways in Tennessee
    Interstate Highways in Tennessee are a network of federally funded, high-speed roadways that connect major cities and regions across the state as part of the national Interstate Highway System.
  • E. U.S. Highways in North Carolina
    U.S. Highways in North Carolina are a network of federally designated routes that connect cities, towns, and regions across the state, linking North Carolina to the broader national highway system.
  • 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_69b3453ea2b48190a26f154b3b8fece5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3558c75948190875a5fb10eac0597 completed March 13, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6137b97748190b8ebecaf590baad3 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b615aea38481908ffe37feadeb9a4b completed March 15, 2026, 2:13 a.m.
NED2 Entity disambiguation (via description) batch_69b61601898c81908e108f475f4b35d3 completed March 15, 2026, 2:14 a.m.
Created at: March 12, 2026, 11:31 p.m.