Triple

T15720825
Position Surface form Disambiguated ID Type / Status
Subject Sheboygan County, Wisconsin E381086 entity
Predicate hasMajorEmployer P588 FINISHED
Object Sargento Foods (nearby regional employer)
Sargento Foods is a major Wisconsin-based cheese and food products manufacturer known for its branded shredded, sliced, and snack cheeses distributed across the United States.
E1173101 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: Sargento Foods (nearby regional employer) | Statement: [Sheboygan County, Wisconsin, hasMajorEmployer, Sargento Foods (nearby regional employer)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sargento Foods (nearby regional employer)
Context triple: [Sheboygan County, Wisconsin, hasMajorEmployer, Sargento Foods (nearby regional employer)]
  • A. Payless Foods
    Payless Foods is a local grocery store serving the community of Freeland on Whidbey Island in Washington State.
  • B. 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.
  • C. Reser’s Fine Foods
    Reser’s Fine Foods is an American food company known for producing prepared salads, side dishes, and other refrigerated convenience foods for retail and foodservice markets.
  • D. 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.
  • E. Wayne Foods
    Wayne Foods is a fictional food production company operating as a subsidiary within Bruce Wayne’s Wayne Enterprises conglomerate in the DC Comics universe.
  • 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: Sargento Foods (nearby regional employer)
Triple: [Sheboygan County, Wisconsin, hasMajorEmployer, Sargento Foods (nearby regional employer)]
Generated description
Sargento Foods is a major Wisconsin-based cheese and food products manufacturer known for its branded shredded, sliced, and snack cheeses distributed across the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sargento Foods (nearby regional employer)
Target entity description: Sargento Foods is a major Wisconsin-based cheese and food products manufacturer known for its branded shredded, sliced, and snack cheeses distributed across the United States.
  • A. Payless Foods
    Payless Foods is a local grocery store serving the community of Freeland on Whidbey Island in Washington State.
  • B. 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.
  • C. Reser’s Fine Foods
    Reser’s Fine Foods is an American food company known for producing prepared salads, side dishes, and other refrigerated convenience foods for retail and foodservice markets.
  • D. 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.
  • E. Wayne Foods
    Wayne Foods is a fictional food production company operating as a subsidiary within Bruce Wayne’s Wayne Enterprises conglomerate in the DC Comics universe.
  • 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.