Triple

T21690147
Position Surface form Disambiguated ID Type / Status
Subject Kemper family E535338 entity
Predicate notableMember P10 FINISHED
Object James S. Kemper
James S. Kemper was an American businessman and insurance executive who founded the Lumbermens Mutual Casualty Company and became a prominent figure in the U.S. insurance industry.
 E1500709 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: James S. Kemper | Statement: [Kemper family, notableMember, James S. Kemper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James S. Kemper
Context triple: [Kemper family, notableMember, James S. Kemper]
  • A. James L. Kemper
    James L. Kemper was a Confederate general in the American Civil War who later served as governor of Virginia.
  • B. John F. Sattler
    John F. Sattler is a retired U.S. Marine Corps lieutenant general known for his leadership of Marine forces during the Iraq War, including major operations in Fallujah.
  • C. James W. Rutherford
    James W. Rutherford was an American politician who served as mayor of Flint, Michigan, during the 1970s.
  • D. John H. Winder
    John H. Winder was a Confederate brigadier general during the American Civil War, best known for overseeing prisoner-of-war camps including the notorious Andersonville prison.
  • E. George T. Dunlap
    George T. Dunlap was an American publisher best known as a co-founder of the prominent publishing house Grosset & Dunlap.
  • 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: James S. Kemper
Triple: [Kemper family, notableMember, James S. Kemper]
Generated description
James S. Kemper was an American businessman and insurance executive who founded the Lumbermens Mutual Casualty Company and became a prominent figure in the U.S. insurance industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James S. Kemper
Target entity description: James S. Kemper was an American businessman and insurance executive who founded the Lumbermens Mutual Casualty Company and became a prominent figure in the U.S. insurance industry.
  • A. James L. Kemper
    James L. Kemper was a Confederate general in the American Civil War who later served as governor of Virginia.
  • B. John F. Sattler
    John F. Sattler is a retired U.S. Marine Corps lieutenant general known for his leadership of Marine forces during the Iraq War, including major operations in Fallujah.
  • C. James W. Rutherford
    James W. Rutherford was an American politician who served as mayor of Flint, Michigan, during the 1970s.
  • D. John H. Winder
    John H. Winder was a Confederate brigadier general during the American Civil War, best known for overseeing prisoner-of-war camps including the notorious Andersonville prison.
  • E. George T. Dunlap
    George T. Dunlap was an American publisher best known as a co-founder of the prominent publishing house Grosset & Dunlap.
  • 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_6a0a366445c081908cb9b4afe6eb7c26 completed May 17, 2026, 9:43 p.m.
NEDg Description generation batch_6a0a3728a37c8190b9c7a296816709bd completed May 17, 2026, 9:46 p.m.
NED2 Entity disambiguation (via description) batch_6a0a37f8c09c8190a92f78909cfbc6e7 completed May 17, 2026, 9:49 p.m.
Created at: April 16, 2026, 6:44 p.m.