Triple

T13499294
Position Surface form Disambiguated ID Type / Status
Subject James MacArthur E320842 entity
Predicate spouse P13 FINISHED
Object Joyce Bulifant
Joyce Bulifant is an American actress and author best known for her comedic television roles, including appearances on shows like "The Mary Tyler Moore Show."
E1047027 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: Joyce Bulifant | Statement: [James MacArthur, spouse, Joyce Bulifant]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joyce Bulifant
Context triple: [James MacArthur, spouse, Joyce Bulifant]
  • A. Vicki Lawrence
    Vicki Lawrence is an American actress and comedian best known for her work on "The Carol Burnett Show" and for creating and portraying the character Thelma "Mama" Harper.
  • B. Florence Fallon
    Florence Fallon is the central character in the 1931 film "The Miracle Woman," a disillusioned preacher’s daughter who becomes a charismatic but conflicted evangelist.
  • C. Ruby Bernadette Nanette Fabares
    Ruby Bernadette Nanette Fabares, better known as Nanette Fabray, was an American actress, singer, and dancer acclaimed for her work in film, television, and on Broadway.
  • D. Ann Miller
    Ann Miller was an American actress, singer, and acclaimed tap dancer known for her energetic performances in classic Hollywood musicals of the 1940s and 1950s.
  • E. Yvonne De Carlo
    Yvonne De Carlo was a Canadian-American actress and singer best known for her roles in classic Hollywood films and as Lily Munster on the television series "The Munsters."
  • 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: Joyce Bulifant
Triple: [James MacArthur, spouse, Joyce Bulifant]
Generated description
Joyce Bulifant is an American actress and author best known for her comedic television roles, including appearances on shows like "The Mary Tyler Moore Show."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joyce Bulifant
Target entity description: Joyce Bulifant is an American actress and author best known for her comedic television roles, including appearances on shows like "The Mary Tyler Moore Show."
  • A. Vicki Lawrence
    Vicki Lawrence is an American actress and comedian best known for her work on "The Carol Burnett Show" and for creating and portraying the character Thelma "Mama" Harper.
  • B. Florence Fallon
    Florence Fallon is the central character in the 1931 film "The Miracle Woman," a disillusioned preacher’s daughter who becomes a charismatic but conflicted evangelist.
  • C. Ruby Bernadette Nanette Fabares
    Ruby Bernadette Nanette Fabares, better known as Nanette Fabray, was an American actress, singer, and dancer acclaimed for her work in film, television, and on Broadway.
  • D. Ann Miller
    Ann Miller was an American actress, singer, and acclaimed tap dancer known for her energetic performances in classic Hollywood musicals of the 1940s and 1950s.
  • E. Yvonne De Carlo
    Yvonne De Carlo was a Canadian-American actress and singer best known for her roles in classic Hollywood films and as Lily Munster on the television series "The Munsters."
  • 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_69d807629d6c8190998f1b9bb12d2ed0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaf4fab688190bdc746985b0c7338 completed April 12, 2026, 2:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75d8e69a08190b74f1fecb07dd6e9 completed May 3, 2026, 2:37 p.m.
NEDg Description generation batch_69f75fabdf1c8190903365197e71402b completed May 3, 2026, 2:46 p.m.
NED2 Entity disambiguation (via description) batch_69f7601770ac8190a03be23cfe66d5d1 completed May 3, 2026, 2:47 p.m.
Created at: April 9, 2026, 9:43 p.m.