Triple

T8738138
Position Surface form Disambiguated ID Type / Status
Subject Florence Henderson E207435 entity
Predicate spouse P13 FINISHED
Object John George Kappas
John George Kappas was an American hypnotherapist and founder of the Hypnosis Motivation Institute, known in part for his marriage to actress Florence Henderson.
 E755748 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: John George Kappas | Statement: [Florence Henderson, spouse, John George Kappas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John George Kappas
Context triple: [Florence Henderson, spouse, John George Kappas]
  • A. John Mauropous
    John Mauropous was an 11th-century Byzantine poet, scholar, and cleric known for his epigrams, liturgical hymns, and role as metropolitan of Euchaita.
  • B. George D. Behrakis
    George D. Behrakis is an American pharmaceutical entrepreneur, philanthropist, and prominent benefactor to educational and cultural institutions, particularly within the Greek-American community.
  • C. Charles C. Kokoros
    Charles C. Kokoros is an American local politician serving as the mayor of Braintree, Massachusetts.
  • D. William Sianis
    William Sianis was a Chicago tavern owner and goat enthusiast best known for allegedly placing the "Curse of the Billy Goat" on the Chicago Cubs baseball team.
  • E. George Maharis
    George Maharis was an American actor best known for his role as Buz Murdock on the 1960s television series "Route 66."
  • 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: John George Kappas
Triple: [Florence Henderson, spouse, John George Kappas]
Generated description
John George Kappas was an American hypnotherapist and founder of the Hypnosis Motivation Institute, known in part for his marriage to actress Florence Henderson.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John George Kappas
Target entity description: John George Kappas was an American hypnotherapist and founder of the Hypnosis Motivation Institute, known in part for his marriage to actress Florence Henderson.
  • A. John Mauropous
    John Mauropous was an 11th-century Byzantine poet, scholar, and cleric known for his epigrams, liturgical hymns, and role as metropolitan of Euchaita.
  • B. George D. Behrakis
    George D. Behrakis is an American pharmaceutical entrepreneur, philanthropist, and prominent benefactor to educational and cultural institutions, particularly within the Greek-American community.
  • C. Charles C. Kokoros
    Charles C. Kokoros is an American local politician serving as the mayor of Braintree, Massachusetts.
  • D. William Sianis
    William Sianis was a Chicago tavern owner and goat enthusiast best known for allegedly placing the "Curse of the Billy Goat" on the Chicago Cubs baseball team.
  • E. George Maharis
    George Maharis was an American actor best known for his role as Buz Murdock on the 1960s television series "Route 66."
  • 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_69ca835a03a081909d4d4cd01a18c9fb completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d470c8c81909ead395ef704c6ba completed March 31, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf42c9140081909f9c10560757c860 completed April 3, 2026, 4:32 a.m.
NEDg Description generation batch_69cf43ead588819094089bea94c27207 completed April 3, 2026, 4:36 a.m.
NED2 Entity disambiguation (via description) batch_69cf453fa3e4819082466c59649c2f35 completed April 3, 2026, 4:42 a.m.
Created at: March 30, 2026, 6:38 p.m.