Triple

T21690156
Position Surface form Disambiguated ID Type / Status
Subject Kemper family E535338 entity
Predicate associatedWithOrganization P629 FINISHED
Object Kemper Foundation
The Kemper Foundation is a philanthropic organization established by the Kemper family that supports charitable, educational, and community-focused initiatives.
 E1497067 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: Kemper Foundation | Statement: [Kemper family, associatedWithOrganization, Kemper Foundation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kemper Foundation
Context triple: [Kemper family, associatedWithOrganization, Kemper Foundation]
  • A. Whiting Foundation
    The Whiting Foundation is a nonprofit organization that supports emerging writers and scholars through prestigious awards, grants, and fellowships.
  • B. Ewing Marion Kauffman Foundation
    The Ewing Marion Kauffman Foundation is a U.S.-based philanthropic organization best known for its work in promoting entrepreneurship, education, and economic opportunity.
  • C. Heineman Foundation
    The Heineman Foundation is a philanthropic organization that supports scientific, educational, and cultural initiatives, including notable awards in physics and astrophysics.
  • D. Anschutz Family Foundation
    The Anschutz Family Foundation is a charitable organization established by the wealthy Anschutz family that provides grants to support nonprofit and community initiatives, particularly in Colorado and the American West.
  • E. Harold F. Johnson Foundation
    The Harold F. Johnson Foundation is a philanthropic organization known for its significant support of educational initiatives, including the establishment of Hampshire College.
  • 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: Kemper Foundation
Triple: [Kemper family, associatedWithOrganization, Kemper Foundation]
Generated description
The Kemper Foundation is a philanthropic organization established by the Kemper family that supports charitable, educational, and community-focused initiatives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kemper Foundation
Target entity description: The Kemper Foundation is a philanthropic organization established by the Kemper family that supports charitable, educational, and community-focused initiatives.
  • A. Whiting Foundation
    The Whiting Foundation is a nonprofit organization that supports emerging writers and scholars through prestigious awards, grants, and fellowships.
  • B. Ewing Marion Kauffman Foundation
    The Ewing Marion Kauffman Foundation is a U.S.-based philanthropic organization best known for its work in promoting entrepreneurship, education, and economic opportunity.
  • C. Heineman Foundation
    The Heineman Foundation is a philanthropic organization that supports scientific, educational, and cultural initiatives, including notable awards in physics and astrophysics.
  • D. Anschutz Family Foundation
    The Anschutz Family Foundation is a charitable organization established by the wealthy Anschutz family that provides grants to support nonprofit and community initiatives, particularly in Colorado and the American West.
  • E. Harold F. Johnson Foundation
    The Harold F. Johnson Foundation is a philanthropic organization known for its significant support of educational initiatives, including the establishment of Hampshire College.
  • 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_69e0c46a6ee481908836e1420fb78c9b completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef96ce2ff88190a6cbfff45bb6a04f completed April 27, 2026, 5:03 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a1e23a7308190bb36c101760e46dc completed May 17, 2026, 7:59 p.m.
NEDg Description generation batch_6a0a1facb8a48190b61f8df03b38a939 completed May 17, 2026, 8:06 p.m.
NED2 Entity disambiguation (via description) batch_6a0a202f4c6c8190b46839b2edab7b60 completed May 17, 2026, 8:08 p.m.
Created at: April 16, 2026, 6:44 p.m.