Triple

T13878977
Position Surface form Disambiguated ID Type / Status
Subject Shawano, Wisconsin E333656 entity
Predicate hasTransportation P105 FINISHED
Object Wisconsin Highway 55
Wisconsin Highway 55 is a north–south state highway in Wisconsin that runs through central and northeastern parts of the state, connecting several communities including Shawano.
E1131418 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: Wisconsin Highway 55 | Statement: [Shawano, Wisconsin, hasTransportation, Wisconsin Highway 55]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wisconsin Highway 55
Context triple: [Shawano, Wisconsin, hasTransportation, Wisconsin Highway 55]
  • A. Wisconsin Highway 50
    Wisconsin Highway 50 is a major east–west state highway in southeastern Wisconsin that connects communities from Lake Geneva to Kenosha and serves as an important regional transportation route.
  • B. Wisconsin State Highway 59
    Wisconsin State Highway 59 is an east–west state highway in southern Wisconsin that connects several communities, including Mukwonago, to larger regional routes.
  • C. Wisconsin State Highway 56
    Wisconsin State Highway 56 is a state highway in southwestern Wisconsin that runs through rural communities and connects the city of Richland Center with other regional routes.
  • D. Wisconsin Highway 35
    Wisconsin Highway 35 is a major north–south state highway in Wisconsin that runs along much of the state’s western border, connecting numerous communities from the Illinois state line to Superior on Lake Superior.
  • E. Wisconsin Highway 47
    Wisconsin Highway 47 is a state highway in Wisconsin that runs north–south through central and northeastern parts of the state, connecting communities such as Appleton and Shawano.
  • 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: Wisconsin Highway 55
Triple: [Shawano, Wisconsin, hasTransportation, Wisconsin Highway 55]
Generated description
Wisconsin Highway 55 is a north–south state highway in Wisconsin that runs through central and northeastern parts of the state, connecting several communities including Shawano.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wisconsin Highway 55
Target entity description: Wisconsin Highway 55 is a north–south state highway in Wisconsin that runs through central and northeastern parts of the state, connecting several communities including Shawano.
  • A. Wisconsin Highway 50
    Wisconsin Highway 50 is a major east–west state highway in southeastern Wisconsin that connects communities from Lake Geneva to Kenosha and serves as an important regional transportation route.
  • B. Wisconsin State Highway 59
    Wisconsin State Highway 59 is an east–west state highway in southern Wisconsin that connects several communities, including Mukwonago, to larger regional routes.
  • C. Wisconsin State Highway 56
    Wisconsin State Highway 56 is a state highway in southwestern Wisconsin that runs through rural communities and connects the city of Richland Center with other regional routes.
  • D. Wisconsin Highway 35
    Wisconsin Highway 35 is a major north–south state highway in Wisconsin that runs along much of the state’s western border, connecting numerous communities from the Illinois state line to Superior on Lake Superior.
  • E. Wisconsin Highway 47 chosen
    Wisconsin Highway 47 is a state highway in Wisconsin that runs north–south through central and northeastern parts of the state, connecting communities such as Appleton and Shawano.
  • F. None of above.

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_69d81c5dd2d48190b7a5fc1e009de936 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0be71d388190909290cad2c6daf5 completed April 14, 2026, 9:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe9db6187c8190969b035bc2813413 completed May 9, 2026, 2:36 a.m.
NEDg Description generation batch_69fe9e41de7c8190a2c2ce525d04fb49 completed May 9, 2026, 2:38 a.m.
NED2 Entity disambiguation (via description) batch_69fe9edd6fac8190907cdadb0de02d63 completed May 9, 2026, 2:41 a.m.
Created at: April 9, 2026, 10:15 p.m.