Triple

T21230477
Position Surface form Disambiguated ID Type / Status
Subject Germantown, Wisconsin E523198 entity
Predicate hasTransportationAccess P1298 FINISHED
Object Wisconsin Highway 145
Wisconsin Highway 145 is a state highway in southeastern Wisconsin that serves as a regional connector route, linking communities such as Germantown to the Milwaukee metropolitan area.
 E1473670 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 145 | Statement: [Germantown, Wisconsin, hasTransportationAccess, Wisconsin Highway 145]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wisconsin Highway 145
Context triple: [Germantown, Wisconsin, hasTransportationAccess, Wisconsin Highway 145]
  • A. Wisconsin Highway 114
    Wisconsin Highway 114 is a state highway in east-central Wisconsin that connects the city of Neenah with nearby communities and regional routes.
  • B. Wisconsin State Highway 140
    Wisconsin State Highway 140 is a north–south state highway in southern Wisconsin that connects the Illinois state line to the city of Milton while serving rural communities in Rock County.
  • C. Wisconsin Highway 172
    Wisconsin Highway 172 is a state highway in northeastern Wisconsin that serves as a key east–west connector, including a major freeway segment and bridge over the Fox River near Green Bay.
  • D. Wisconsin Highway 175
    Wisconsin Highway 175 is a state highway in Wisconsin that runs generally north–south through several communities, serving as a regional connector route.
  • E. Wisconsin Highway 180
    Wisconsin Highway 180 is a state highway in northeastern Wisconsin that runs along the Menominee River, connecting the city of Marinette to rural communities inland.
  • 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 145
Triple: [Germantown, Wisconsin, hasTransportationAccess, Wisconsin Highway 145]
Generated description
Wisconsin Highway 145 is a state highway in southeastern Wisconsin that serves as a regional connector route, linking communities such as Germantown to the Milwaukee metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wisconsin Highway 145
Target entity description: Wisconsin Highway 145 is a state highway in southeastern Wisconsin that serves as a regional connector route, linking communities such as Germantown to the Milwaukee metropolitan area.
  • A. Wisconsin Highway 114
    Wisconsin Highway 114 is a state highway in east-central Wisconsin that connects the city of Neenah with nearby communities and regional routes.
  • B. Wisconsin State Highway 140
    Wisconsin State Highway 140 is a north–south state highway in southern Wisconsin that connects the Illinois state line to the city of Milton while serving rural communities in Rock County.
  • C. Wisconsin Highway 172
    Wisconsin Highway 172 is a state highway in northeastern Wisconsin that serves as a key east–west connector, including a major freeway segment and bridge over the Fox River near Green Bay.
  • D. Wisconsin Highway 175
    Wisconsin Highway 175 is a state highway in Wisconsin that runs generally north–south through several communities, serving as a regional connector route.
  • E. Wisconsin Highway 180
    Wisconsin Highway 180 is a state highway in northeastern Wisconsin that runs along the Menominee River, connecting the city of Marinette to rural communities inland.
  • 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_69e0b512ad94819087942b2ed925185f completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e734af3d508190b3359d14496370b6 completed April 21, 2026, 8:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0986eb78208190b950f2c27d90f2d8 completed May 17, 2026, 9:14 a.m.
NEDg Description generation batch_6a09876a38788190b2cef66b9d0c2f73 completed May 17, 2026, 9:16 a.m.
NED2 Entity disambiguation (via description) batch_6a09881c2d4c8190ab2cdf5dc99a43b0 completed May 17, 2026, 9:19 a.m.
Created at: April 16, 2026, 3:45 p.m.