Triple

T5502774
Position Surface form Disambiguated ID Type / Status
Subject Iowa state highways E144366 entity
Predicate distinguishedFrom P1612 FINISHED
Object U.S. Highways in Iowa
U.S. Highways in Iowa are a network of federally designated routes that traverse the state, connecting major cities, towns, and neighboring states as part of the national U.S. Highway System.
 E534502 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 Iowa | Statement: [Iowa state highways, distinguishedFrom, U.S. Highways in Iowa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Highways in Iowa
Context triple: [Iowa state highways, distinguishedFrom, U.S. Highways in Iowa]
  • A. Iowa state highways
    Iowa state highways are a network of numbered primary roads managed by the state of Iowa that connect cities, towns, and counties across the state.
  • B. Interstate Highways in Iowa
    Interstate Highways in Iowa are the federally funded, limited-access freeways that form the primary high-speed transportation network across the state, connecting major cities within Iowa and linking it to the broader U.S. Interstate Highway System.
  • C. U.S. Highways in Minnesota
    U.S. Highways in Minnesota are a network of federally designated routes that facilitate regional and interstate travel across the state, connecting major cities, rural areas, and neighboring states.
  • D. U.S. Highways in Missouri
    U.S. Highways in Missouri are a network of federally designated routes that facilitate regional and interstate travel across the state, connecting major cities, towns, and neighboring states.
  • E. Iowa primary road system
    The Iowa primary road system is the statewide network of major highways and routes that form the backbone of Iowa’s public road transportation infrastructure.
  • 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 Iowa
Triple: [Iowa state highways, distinguishedFrom, U.S. Highways in Iowa]
Generated description
U.S. Highways in Iowa are a network of federally designated routes that traverse the state, connecting major cities, towns, and neighboring states as part of the national U.S. Highway System.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Highways in Iowa
Target entity description: U.S. Highways in Iowa are a network of federally designated routes that traverse the state, connecting major cities, towns, and neighboring states as part of the national U.S. Highway System.
  • A. Iowa state highways
    Iowa state highways are a network of numbered primary roads managed by the state of Iowa that connect cities, towns, and counties across the state.
  • B. Interstate Highways in Iowa
    Interstate Highways in Iowa are the federally funded, limited-access freeways that form the primary high-speed transportation network across the state, connecting major cities within Iowa and linking it to the broader U.S. Interstate Highway System.
  • C. U.S. Highways in Minnesota
    U.S. Highways in Minnesota are a network of federally designated routes that facilitate regional and interstate travel across the state, connecting major cities, rural areas, and neighboring states.
  • D. U.S. Highways in Missouri
    U.S. Highways in Missouri are a network of federally designated routes that facilitate regional and interstate travel across the state, connecting major cities, towns, and neighboring states.
  • E. Iowa primary road system
    The Iowa primary road system is the statewide network of major highways and routes that form the backbone of Iowa’s public road transportation infrastructure.
  • 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_69c008f5a2748190bce7a39aabf87a6d completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f0bbea48190bb6fecaee9c0b1d0 completed March 22, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04ca8b17c8190a902917076367743 completed March 22, 2026, 8:10 p.m.
NEDg Description generation batch_69c04e827bdc819086e01e7043400452 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f088a3c81909610f1a564960e0f completed March 22, 2026, 8:20 p.m.
Created at: March 22, 2026, 3:32 p.m.