Triple

T13828503
Position Surface form Disambiguated ID Type / Status
Subject Nashua, Iowa E332316 entity
Predicate roadAccessVia P9041 FINISHED
Object Iowa Highway 346
Iowa Highway 346 is a state highway in northeastern Iowa that serves as a regional connector route, including access to the city of Nashua.
 E1126374 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 346 | Statement: [Nashua, Iowa, roadAccessVia, Iowa Highway 346]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Iowa Highway 346
Context triple: [Nashua, Iowa, roadAccessVia, Iowa Highway 346]
  • A. Iowa Highway 461
    Iowa Highway 461 is a state highway in Iowa that serves as a connector route providing regional access to and from the city of Blue Grass.
  • B. Iowa Highway 330
    Iowa Highway 330 is a state highway in Iowa that serves as a key connector route in the central part of the state, linking rural areas with larger regional highways and cities.
  • C. Iowa Highway 143
    Iowa Highway 143 is a state highway in northwestern Iowa that serves as a regional connector route between rural communities and other primary highways.
  • D. Iowa Highway 148
    Iowa Highway 148 is a state highway in southwestern Iowa that runs north–south through rural communities and farmland, connecting small towns and local routes in the region.
  • E. Iowa Highway 163
    Iowa Highway 163 is a primary state highway in Iowa that runs southeast–northwest, connecting Des Moines with cities such as Pella and Oskaloosa and serving as a key regional transportation corridor.
  • 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 346
Triple: [Nashua, Iowa, roadAccessVia, Iowa Highway 346]
Generated description
Iowa Highway 346 is a state highway in northeastern Iowa that serves as a regional connector route, including access to the city of Nashua.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Iowa Highway 346
Target entity description: Iowa Highway 346 is a state highway in northeastern Iowa that serves as a regional connector route, including access to the city of Nashua.
  • A. Iowa Highway 461
    Iowa Highway 461 is a state highway in Iowa that serves as a connector route providing regional access to and from the city of Blue Grass.
  • B. Iowa Highway 330
    Iowa Highway 330 is a state highway in Iowa that serves as a key connector route in the central part of the state, linking rural areas with larger regional highways and cities.
  • C. Iowa Highway 143
    Iowa Highway 143 is a state highway in northwestern Iowa that serves as a regional connector route between rural communities and other primary highways.
  • D. Iowa Highway 148
    Iowa Highway 148 is a state highway in southwestern Iowa that runs north–south through rural communities and farmland, connecting small towns and local routes in the region.
  • E. Iowa Highway 163
    Iowa Highway 163 is a primary state highway in Iowa that runs southeast–northwest, connecting Des Moines with cities such as Pella and Oskaloosa and serving as a key regional transportation corridor.
  • 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_69d81c5ae7c88190b0dd41bdafeb5999 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02970df88190a1bf35dffd131d9d completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe729a48288190bf24503af6522677 completed May 8, 2026, 11:32 p.m.
NEDg Description generation batch_69fe73b306348190b0bf6b1ecace239a completed May 8, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69fe74b4dcc4819084e7f1c055fc559f completed May 8, 2026, 11:41 p.m.
Created at: April 9, 2026, 10:13 p.m.