Triple

T2869734
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 501 E63528 entity
Predicate category P87 FINISHED
Object 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.
 E306091 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 South Carolina | Statement: [U.S. Route 501, category, U.S. Highways in South Carolina]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Highways in South Carolina
Context triple: [U.S. Route 501, category, U.S. Highways in South Carolina]
  • A. 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.
  • B. North Carolina Highway System
    The North Carolina Highway System is the statewide network of primary and secondary state-maintained roads that connects cities, towns, and rural areas throughout North Carolina.
  • C. U.S. Highway
    A U.S. Highway is a numbered network of major roads that spans multiple states across the United States, facilitating regional and long-distance ground transportation.
  • D. 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.
  • E. 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.
  • 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 South Carolina
Triple: [U.S. Route 501, category, U.S. Highways in South Carolina]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Highways in South Carolina
Target entity description: 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.
  • A. 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.
  • B. North Carolina Highway System
    The North Carolina Highway System is the statewide network of primary and secondary state-maintained roads that connects cities, towns, and rural areas throughout North Carolina.
  • C. U.S. Highway
    A U.S. Highway is a numbered network of major roads that spans multiple states across the United States, facilitating regional and long-distance ground transportation.
  • D. 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.
  • E. 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.
  • 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_69ab4c42fb8c8190b36e161d47c03b81 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdfe15ff081908dd1dad62c292b2b completed March 7, 2026, 8:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69b01dabb19c8190822ac992ab764446 completed March 10, 2026, 1:33 p.m.
NEDg Description generation batch_69b01e34639c8190b1c6e8a14cd31d96 completed March 10, 2026, 1:35 p.m.
NED2 Entity disambiguation (via description) batch_69b01f5a6784819089499926fb115d9c completed March 10, 2026, 1:40 p.m.
Created at: March 6, 2026, 10:02 p.m.