Triple

T10704531
Position Surface form Disambiguated ID Type / Status
Subject La Porte City, Iowa E252365 entity
Predicate transportation P230 FINISHED
Object Iowa Highway 8
Iowa Highway 8 is a short state highway in eastern Iowa that connects the city of La Porte City with nearby communities and regional routes.
 E883036 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 Highway 8 | Statement: [La Porte City, Iowa, transportation, Iowa Highway 8]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Iowa Highway 8
Context triple: [La Porte City, Iowa, transportation, Iowa Highway 8]
  • A. Iowa Highway 86
    Iowa Highway 86 is a state highway in northwestern Iowa that runs near the Iowa–Minnesota border, serving as a regional connector route.
  • B. Iowa Highway 9
    Iowa Highway 9 is an east–west state highway spanning northern Iowa, connecting numerous small towns and regional centers near the Minnesota border.
  • C. Iowa Highway 7
    Iowa Highway 7 is a former state highway in northwestern Iowa that once connected the Sioux City area to the Fort Dodge region.
  • D. Iowa Highway 92
    Iowa Highway 92 is an east–west state highway running across southern Iowa, connecting multiple communities and serving as a key regional transportation route.
  • E. Iowa Highway 78
    Iowa Highway 78 is an east–west state highway in southeastern Iowa that connects several small rural communities and links with multiple primary routes.
  • 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 8
Triple: [La Porte City, Iowa, transportation, Iowa Highway 8]
Generated description
Iowa Highway 8 is a short state highway in eastern Iowa that connects the city of La Porte City with nearby communities and regional routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Iowa Highway 8
Target entity description: Iowa Highway 8 is a short state highway in eastern Iowa that connects the city of La Porte City with nearby communities and regional routes.
  • A. Iowa Highway 86
    Iowa Highway 86 is a state highway in northwestern Iowa that runs near the Iowa–Minnesota border, serving as a regional connector route.
  • B. Iowa Highway 9
    Iowa Highway 9 is an east–west state highway spanning northern Iowa, connecting numerous small towns and regional centers near the Minnesota border.
  • C. Iowa Highway 7
    Iowa Highway 7 is a former state highway in northwestern Iowa that once connected the Sioux City area to the Fort Dodge region.
  • D. Iowa Highway 92
    Iowa Highway 92 is an east–west state highway running across southern Iowa, connecting multiple communities and serving as a key regional transportation route.
  • E. Iowa Highway 78
    Iowa Highway 78 is an east–west state highway in southeastern Iowa that connects several small rural communities and links with multiple primary routes.
  • 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_69d6aa5cbabc8190973e683950d89faf completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fdddf258819097b9fd26d68cd2e4 completed April 9, 2026, 1:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69de2270ff1c81908ec1d37c7e9efd8a completed April 14, 2026, 11:18 a.m.
NEDg Description generation batch_69de25d25474819081402b75ef7492f6 completed April 14, 2026, 11:32 a.m.
NED2 Entity disambiguation (via description) batch_69de2808244c8190bdb2d4d49f30e0d7 completed April 14, 2026, 11:42 a.m.
Created at: April 8, 2026, 9:12 p.m.