Triple

T5017778
Position Surface form Disambiguated ID Type / Status
Subject Epic Systems E112774 entity
Predicate headquartersLocation P62 FINISHED
Object Verona, Wisconsin
Verona, Wisconsin is a small city near Madison best known as the home of healthcare software giant Epic Systems.
E486225 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: Verona, Wisconsin | Statement: [Epic Systems, headquartersLocation, Verona, Wisconsin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Verona, Wisconsin
Context triple: [Epic Systems, headquartersLocation, Verona, Wisconsin]
  • A. Marinette, Wisconsin
    Marinette, Wisconsin is a small industrial city in northeastern Wisconsin on the shore of Green Bay, known historically for shipbuilding and its location opposite Menominee, Michigan.
  • B. Mukwonago, Wisconsin
    Mukwonago, Wisconsin is a village in Waukesha County known for its small-town character, proximity to the Milwaukee metropolitan area, and access to nearby lakes, parks, and natural waterways.
  • C. Neenah, Wisconsin
    Neenah, Wisconsin is a small industrial city in Winnebago County known for its paper manufacturing heritage and location along the shores of Lake Winnebago and the Fox River.
  • D. Burlington, Wisconsin
    Burlington, Wisconsin is a small city in southeastern Wisconsin known for its historic downtown, chocolate festival, and location along the Fox River.
  • E. Stoughton, Wisconsin
    Stoughton, Wisconsin is a small city in Dane County known for its Norwegian heritage, historic downtown, and proximity to Madison.
  • 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: Verona, Wisconsin
Triple: [Epic Systems, headquartersLocation, Verona, Wisconsin]
Generated description
Verona, Wisconsin is a small city near Madison best known as the home of healthcare software giant Epic Systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Verona, Wisconsin
Target entity description: Verona, Wisconsin is a small city near Madison best known as the home of healthcare software giant Epic Systems.
  • A. Marinette, Wisconsin
    Marinette, Wisconsin is a small industrial city in northeastern Wisconsin on the shore of Green Bay, known historically for shipbuilding and its location opposite Menominee, Michigan.
  • B. Mukwonago, Wisconsin
    Mukwonago, Wisconsin is a village in Waukesha County known for its small-town character, proximity to the Milwaukee metropolitan area, and access to nearby lakes, parks, and natural waterways.
  • C. Neenah, Wisconsin
    Neenah, Wisconsin is a small industrial city in Winnebago County known for its paper manufacturing heritage and location along the shores of Lake Winnebago and the Fox River.
  • D. Burlington, Wisconsin
    Burlington, Wisconsin is a small city in southeastern Wisconsin known for its historic downtown, chocolate festival, and location along the Fox River.
  • E. Stoughton, Wisconsin
    Stoughton, Wisconsin is a small city in Dane County known for its Norwegian heritage, historic downtown, and proximity to Madison.
  • 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_69bd4434acb8819086679dbeccc2fe54 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd734037a88190a950db814412a023 completed March 20, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9278421c8190b142466c099c7d1c completed March 21, 2026, 12:43 p.m.
NEDg Description generation batch_69be938580588190bec22c1e8f7f4028 completed March 21, 2026, 12:48 p.m.
NED2 Entity disambiguation (via description) batch_69be942f29488190adfc096c8c5781ac completed March 21, 2026, 12:50 p.m.
Created at: March 20, 2026, 1:35 p.m.