Triple

T10073977
Position Surface form Disambiguated ID Type / Status
Subject Johnson County, Iowa E213700 entity
Predicate hasU.S.Highway P385 FINISHED
Object U.S. Route 151
U.S. Route 151 is a north–south U.S. Highway in the Midwestern United States that runs through Iowa and Wisconsin, connecting cities such as Cedar Rapids, Dubuque, and Madison.
E1032682 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. Route 151 | Statement: [Johnson County, Iowa, hasU.S.Highway, U.S. Route 151]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 151
Context triple: [Johnson County, Iowa, hasU.S.Highway, U.S. Route 151]
  • A. U.S. Route 163
    U.S. Route 163 is a scenic U.S. highway in the American Southwest, renowned for its iconic views through Monument Valley and surrounding desert landscapes.
  • B. U.S. Route 158
    U.S. Route 158 is an east–west United States highway in North Carolina that connects several cities and towns across the northern part of the state.
  • C. U.S. Route 166
    U.S. Route 166 is an east–west United States highway running through southern Kansas and into Missouri, serving as a regional connector across the southern Great Plains.
  • D. U.S. Route 197
    U.S. Route 197 is a north–south U.S. highway in north-central Oregon and south-central Washington that connects The Dalles area to U.S. Route 97 and serves as a key regional route through the Columbia River Gorge region.
  • E. U.S. Route 169
    U.S. Route 169 is a major north–south United States highway running from Minnesota to Oklahoma, serving as an important regional transportation corridor through several Midwestern states.
  • 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. Route 151
Triple: [Johnson County, Iowa, hasU.S.Highway, U.S. Route 151]
Generated description
U.S. Route 151 is a north–south U.S. Highway in the Midwestern United States that runs through Iowa and Wisconsin, connecting cities such as Cedar Rapids, Dubuque, and Madison.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 151
Target entity description: U.S. Route 151 is a north–south U.S. Highway in the Midwestern United States that runs through Iowa and Wisconsin, connecting cities such as Cedar Rapids, Dubuque, and Madison.
  • A. U.S. Route 163
    U.S. Route 163 is a scenic U.S. highway in the American Southwest, renowned for its iconic views through Monument Valley and surrounding desert landscapes.
  • B. U.S. Route 158
    U.S. Route 158 is an east–west United States highway in North Carolina that connects several cities and towns across the northern part of the state.
  • C. U.S. Route 166
    U.S. Route 166 is an east–west United States highway running through southern Kansas and into Missouri, serving as a regional connector across the southern Great Plains.
  • D. U.S. Route 197
    U.S. Route 197 is a north–south U.S. highway in north-central Oregon and south-central Washington that connects The Dalles area to U.S. Route 97 and serves as a key regional route through the Columbia River Gorge region.
  • E. U.S. Route 169
    U.S. Route 169 is a major north–south United States highway running from Minnesota to Oklahoma, serving as an important regional transportation corridor through several Midwestern states.
  • 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_69ca839add308190b57d53b4ec21f2d0 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd015ad488190aee3a2bfb58fb855 completed April 2, 2026, 2:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69f716adaed081909a6c026f9e232381 completed May 3, 2026, 9:34 a.m.
NEDg Description generation batch_69f717b7b6dc8190ab323c1926dd9adb completed May 3, 2026, 9:39 a.m.
NED2 Entity disambiguation (via description) batch_69f718705a44819084b97d35a10ee50d completed May 3, 2026, 9:42 a.m.
Created at: March 30, 2026, 8:59 p.m.