Triple

T4885073
Position Surface form Disambiguated ID Type / Status
Subject Sun Prairie, Wisconsin E109418 entity
Predicate transportServedBy P1298 FINISHED
Object Wisconsin Highway 19
Wisconsin Highway 19 is an east–west state highway in southern Wisconsin that connects several communities north of Madison, including Sun Prairie.
E480818 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 19 | Statement: [Sun Prairie, Wisconsin, transportServedBy, Wisconsin Highway 19]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wisconsin Highway 19
Context triple: [Sun Prairie, Wisconsin, transportServedBy, Wisconsin Highway 19]
  • A. Wisconsin Highway 93
    Wisconsin Highway 93 is a state highway in western Wisconsin that runs generally south from Eau Claire through rural communities and farmland, connecting to other regional routes.
  • B. Wisconsin Highway 13
    Wisconsin Highway 13 is a state highway in Wisconsin that runs generally north–south across the state, connecting communities along the Lake Superior and central Wisconsin regions.
  • C. 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.
  • D. Wisconsin Highway 42
    Wisconsin Highway 42 is a state highway in Wisconsin that runs through Door County and other parts of northeastern Wisconsin, providing access to communities along the Lake Michigan shoreline.
  • E. Wisconsin State Highway 29
    Wisconsin State Highway 29 is a major east–west state highway in Wisconsin that connects Green Bay to the Twin Cities corridor and serves as an important regional transportation route across the state.
  • 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 19
Triple: [Sun Prairie, Wisconsin, transportServedBy, Wisconsin Highway 19]
Generated description
Wisconsin Highway 19 is an east–west state highway in southern Wisconsin that connects several communities north of Madison, including Sun Prairie.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wisconsin Highway 19
Target entity description: Wisconsin Highway 19 is an east–west state highway in southern Wisconsin that connects several communities north of Madison, including Sun Prairie.
  • A. Wisconsin Highway 93
    Wisconsin Highway 93 is a state highway in western Wisconsin that runs generally south from Eau Claire through rural communities and farmland, connecting to other regional routes.
  • B. Wisconsin Highway 13
    Wisconsin Highway 13 is a state highway in Wisconsin that runs generally north–south across the state, connecting communities along the Lake Superior and central Wisconsin regions.
  • C. 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.
  • D. Wisconsin Highway 42
    Wisconsin Highway 42 is a state highway in Wisconsin that runs through Door County and other parts of northeastern Wisconsin, providing access to communities along the Lake Michigan shoreline.
  • E. Wisconsin State Highway 29
    Wisconsin State Highway 29 is a major east–west state highway in Wisconsin that connects Green Bay to the Twin Cities corridor and serves as an important regional transportation route across the state.
  • 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_69bd440f71348190b99938e59fb7f9a1 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6de3718881908521968fa6e6b444 completed March 20, 2026, 3:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69be77975ad08190a427bcf1c01e364f completed March 21, 2026, 10:48 a.m.
NEDg Description generation batch_69be7847a378819081687ec783a8b862 completed March 21, 2026, 10:51 a.m.
NED2 Entity disambiguation (via description) batch_69be7915a26c81909b21a128daebf5b3 completed March 21, 2026, 10:55 a.m.
Created at: March 20, 2026, 1:27 p.m.