Triple

T18919572
Position Surface form Disambiguated ID Type / Status
Subject DeKalb, Illinois E462810 entity
Predicate hasHistoricCompany P14827 FINISHED
Object DeKalb Agricultural Association
DeKalb Agricultural Association was a prominent agricultural company based in DeKalb, Illinois, best known for developing and marketing hybrid corn seed under the DeKalb brand.
E1349958 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: DeKalb Agricultural Association | Statement: [DeKalb, Illinois, hasHistoricCompany, DeKalb Agricultural Association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DeKalb Agricultural Association
Context triple: [DeKalb, Illinois, hasHistoricCompany, DeKalb Agricultural Association]
  • A. Illinois Agricultural Association
    The Illinois Agricultural Association is a statewide farm bureau organization representing and advocating for the interests of farmers and the agricultural industry in Illinois.
  • B. Richland Farms
    Richland Farms is a semi-rural, agriculturally zoned neighborhood within Compton, California, known for its small farms, horse properties, and community-oriented lifestyle.
  • C. Garden City Association
    The Garden City Association was a British organization that promoted and implemented Ebenezer Howard’s garden city planning principles, helping to pioneer early planned communities like Letchworth and Welwyn Garden City.
  • D. Illinois Prairie Path Corporation
    Illinois Prairie Path Corporation is a nonprofit organization that oversees and maintains the Illinois Prairie Path, a major multi-use recreational trail system in northeastern Illinois.
  • E. Crockett Improvement Association
    The Crockett Improvement Association is a local community organization dedicated to enhancing the quality of life, services, and civic engagement in the city of Crockett.
  • 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: DeKalb Agricultural Association
Triple: [DeKalb, Illinois, hasHistoricCompany, DeKalb Agricultural Association]
Generated description
DeKalb Agricultural Association was a prominent agricultural company based in DeKalb, Illinois, best known for developing and marketing hybrid corn seed under the DeKalb brand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DeKalb Agricultural Association
Target entity description: DeKalb Agricultural Association was a prominent agricultural company based in DeKalb, Illinois, best known for developing and marketing hybrid corn seed under the DeKalb brand.
  • A. Illinois Agricultural Association
    The Illinois Agricultural Association is a statewide farm bureau organization representing and advocating for the interests of farmers and the agricultural industry in Illinois.
  • B. Richland Farms
    Richland Farms is a semi-rural, agriculturally zoned neighborhood within Compton, California, known for its small farms, horse properties, and community-oriented lifestyle.
  • C. Garden City Association
    The Garden City Association was a British organization that promoted and implemented Ebenezer Howard’s garden city planning principles, helping to pioneer early planned communities like Letchworth and Welwyn Garden City.
  • D. Illinois Prairie Path Corporation
    Illinois Prairie Path Corporation is a nonprofit organization that oversees and maintains the Illinois Prairie Path, a major multi-use recreational trail system in northeastern Illinois.
  • E. Crockett Improvement Association
    The Crockett Improvement Association is a local community organization dedicated to enhancing the quality of life, services, and civic engagement in the city of Crockett.
  • 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_69d8dcfdbbb881909964fa5a75bd0b48 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c62a264c81909f6d5df841486efc completed April 20, 2026, 6:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0591165cbc8190a0aafbd6611c8095 completed May 14, 2026, 9:08 a.m.
NEDg Description generation batch_6a05965ab9a081909e430d9bef63c820 completed May 14, 2026, 9:31 a.m.
NED2 Entity disambiguation (via description) batch_6a0596c2ee4c8190b3b4db9afa4d1bed completed May 14, 2026, 9:32 a.m.
Created at: April 10, 2026, 11:59 a.m.