Triple

T10014694
Position Surface form Disambiguated ID Type / Status
Subject Interstate 129 E199458 entity
Predicate stateHighwayDesignationInIowa P88251 FINISHED
Object Iowa Highway 12
Iowa Highway 12 is a state highway in western Iowa that runs along the Missouri River, serving the Sioux City area and connecting with routes into South Dakota and Nebraska.
E848109 NE FINISHED

How this triple was built (5 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 Highway 12 | Statement: [Interstate 129, stateHighwayDesignationInIowa, Iowa Highway 12]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iowa Highway 12
Context triple: [Interstate 129, stateHighwayDesignationInIowa, Iowa Highway 12]
  • A. Iowa Highway 17
    Iowa Highway 17 is a north–south state highway in Iowa that connects several small communities and rural areas in the central part of the state.
  • B. Iowa Highway 15
    Iowa Highway 15 is a state highway in northern Iowa that runs north–south, connecting rural communities and serving as a regional route near the Minnesota border.
  • C. Iowa Highway 127
    Iowa Highway 127 is a state highway in western Iowa that serves as an east–west route through rural areas of Harrison County, connecting local communities to larger regional roads.
  • D. Iowa Highway 10
    Iowa Highway 10 is an east–west state highway in northwestern Iowa that serves communities including Orange City and connects to several major regional routes.
  • E. Iowa Highway 117
    Iowa Highway 117 is a state highway in central Iowa that runs north–south, connecting the city of Colfax with U.S. Highway 65 near Mingo and serving local communities in Jasper County.
  • 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 Highway 12
Triple: [Interstate 129, stateHighwayDesignationInIowa, Iowa Highway 12]
Generated description
Iowa Highway 12 is a state highway in western Iowa that runs along the Missouri River, serving the Sioux City area and connecting with routes into South Dakota and Nebraska.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iowa Highway 12
Target entity description: Iowa Highway 12 is a state highway in western Iowa that runs along the Missouri River, serving the Sioux City area and connecting with routes into South Dakota and Nebraska.
  • A. Iowa Highway 17
    Iowa Highway 17 is a north–south state highway in Iowa that connects several small communities and rural areas in the central part of the state.
  • B. Iowa Highway 15
    Iowa Highway 15 is a state highway in northern Iowa that runs north–south, connecting rural communities and serving as a regional route near the Minnesota border.
  • C. Iowa Highway 127
    Iowa Highway 127 is a state highway in western Iowa that serves as an east–west route through rural areas of Harrison County, connecting local communities to larger regional roads.
  • D. Iowa Highway 10
    Iowa Highway 10 is an east–west state highway in northwestern Iowa that serves communities including Orange City and connects to several major regional routes.
  • E. Iowa Highway 117
    Iowa Highway 117 is a state highway in central Iowa that runs north–south, connecting the city of Colfax with U.S. Highway 65 near Mingo and serving local communities in Jasper County.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: stateHighwayDesignationInIowa
Context triple: [Interstate 129, stateHighwayDesignationInIowa, Iowa Highway 12]
  • A. stateHighwayDesignationIn chosen
    Indicates that a roadway has been designated as a state highway within a specified jurisdiction or region.
  • B. primaryInterstateHighway
    Indicates that the subject is designated as a primary (main) interstate highway within the interstate highway system.
  • C. stateHighwayServedBy
    Indicates that a particular state highway is provided service or coverage by a specified transportation route, agency, or facility.
  • D. stateRouteDesignation
    Indicates the specific state-level route number or designation assigned to a roadway within a state highway system.
  • E. containsStateHighway
    Indicates that a geographic area or region includes within its boundaries at least one designated state highway.
  • F. None of above.

Provenance (6 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_69ca8315a1a08190ab310f25620f362b completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cdcd49b19c8190b429e3533d072648 completed April 2, 2026, 1:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69d32a82ef648190a7c3d59e47e51845 completed April 6, 2026, 3:37 a.m.
NEDg Description generation batch_69d32b784dd48190be1e9ab9c36c224e completed April 6, 2026, 3:41 a.m.
NED2 Entity disambiguation (via description) batch_69d3481d882c8190be8653289b712d08 completed April 6, 2026, 5:43 a.m.
PD Predicate disambiguation batch_69cd4b7cd4208190b2253583ee2f892c completed April 1, 2026, 4:44 p.m.
Created at: March 30, 2026, 8:52 p.m.