Triple

T15720826
Position Surface form Disambiguated ID Type / Status
Subject Sheboygan County, Wisconsin E381086 entity
Predicate hasMajorEmployer P588 FINISHED
Object Johnsonville Foods (nearby regional employer)
Johnsonville Foods is a well-known sausage and meat products manufacturer headquartered in Wisconsin and a major regional employer in the Sheboygan County area.
E1173102 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: Johnsonville Foods (nearby regional employer) | Statement: [Sheboygan County, Wisconsin, hasMajorEmployer, Johnsonville Foods (nearby regional employer)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johnsonville Foods (nearby regional employer)
Context triple: [Sheboygan County, Wisconsin, hasMajorEmployer, Johnsonville Foods (nearby regional employer)]
  • A. Florida Foods Corporation
    Florida Foods Corporation was the original company behind the Minute Maid brand, known for pioneering frozen concentrated orange juice before being renamed.
  • B. Payless Foods
    Payless Foods is a local grocery store serving the community of Freeland on Whidbey Island in Washington State.
  • C. Flowers Foods
    Flowers Foods is a major American producer and marketer of packaged bakery foods, including breads, buns, rolls, and snack cakes, sold under numerous well-known brands.
  • D. Foodland Farms
    Foodland Farms is a Hawaii-based supermarket chain known for offering fresh local produce, prepared foods, and groceries in an upscale, neighborhood-market setting.
  • E. Keystone Foods
    Keystone Foods is a global food company best known as a major supplier of protein products, particularly chicken, to large quick-service restaurant chains and foodservice customers.
  • 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: Johnsonville Foods (nearby regional employer)
Triple: [Sheboygan County, Wisconsin, hasMajorEmployer, Johnsonville Foods (nearby regional employer)]
Generated description
Johnsonville Foods is a well-known sausage and meat products manufacturer headquartered in Wisconsin and a major regional employer in the Sheboygan County area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johnsonville Foods (nearby regional employer)
Target entity description: Johnsonville Foods is a well-known sausage and meat products manufacturer headquartered in Wisconsin and a major regional employer in the Sheboygan County area.
  • A. Florida Foods Corporation
    Florida Foods Corporation was the original company behind the Minute Maid brand, known for pioneering frozen concentrated orange juice before being renamed.
  • B. Payless Foods
    Payless Foods is a local grocery store serving the community of Freeland on Whidbey Island in Washington State.
  • C. Flowers Foods
    Flowers Foods is a major American producer and marketer of packaged bakery foods, including breads, buns, rolls, and snack cakes, sold under numerous well-known brands.
  • D. Foodland Farms
    Foodland Farms is a Hawaii-based supermarket chain known for offering fresh local produce, prepared foods, and groceries in an upscale, neighborhood-market setting.
  • E. Keystone Foods
    Keystone Foods is a global food company best known as a major supplier of protein products, particularly chicken, to large quick-service restaurant chains and foodservice customers.
  • 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_69d86d9bf930819082b30cf6d169297c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04fb0b51081908e652ec4992296fa completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff75852cf88190be054160d5cbc675 completed May 9, 2026, 5:57 p.m.
NEDg Description generation batch_69ff783a84308190baffa6bbdfa56093 completed May 9, 2026, 6:08 p.m.
NED2 Entity disambiguation (via description) batch_69ff78f94c048190adbe51f2cf76a2e6 completed May 9, 2026, 6:12 p.m.
Created at: April 10, 2026, 4:45 a.m.