Triple

T19058582
Position Surface form Disambiguated ID Type / Status
Subject Iowa Highway 102 E466462 entity
Predicate partOf P40 FINISHED
Object Iowa road network
The Iowa road network is the statewide system of interconnected highways, roads, and streets that facilitates transportation and commerce throughout the state of Iowa.
E1356275 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: Iowa road network | Statement: [Iowa Highway 102, partOf, Iowa road network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iowa road network
Context triple: [Iowa Highway 102, partOf, Iowa road network]
  • A. Iowa secondary road system
    The Iowa secondary road system is the network of county-maintained roads in Iowa that serves local and rural traffic, complementing the state’s primary highway system.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Iowa road network
Triple: [Iowa Highway 102, partOf, Iowa road network]
Generated description
The Iowa road network is the statewide system of interconnected highways, roads, and streets that facilitates transportation and commerce throughout the state of Iowa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iowa road network
Target entity description: The Iowa road network is the statewide system of interconnected highways, roads, and streets that facilitates transportation and commerce throughout the state of Iowa.
  • A. Iowa secondary road system
    The Iowa secondary road system is the network of county-maintained roads in Iowa that serves local and rural traffic, complementing the state’s primary highway system.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d8dd040fb881909af2a964f65ad208 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5dc08572c8190af2f8bcfe9d1616c completed April 20, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05c55bceb081908f7d8a74dd01dc32 completed May 14, 2026, 12:51 p.m.
NEDg Description generation batch_6a05c93eb7b881909bf53002224ea86e completed May 14, 2026, 1:08 p.m.
NED2 Entity disambiguation (via description) batch_6a05ca4de6448190aca4c8b4a5af9416 completed May 14, 2026, 1:12 p.m.
Created at: April 10, 2026, 12:03 p.m.