Triple

T17865276
Position Surface form Disambiguated ID Type / Status
Subject Arthur Franz E446681 entity
Predicate spouse P13 FINISHED
Object Shirley Jean Cummings
Shirley Jean Cummings was the wife of American film and television actor Arthur Franz.
E1337124 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: Shirley Jean Cummings | Statement: [Arthur Franz, spouse, Shirley Jean Cummings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shirley Jean Cummings
Context triple: [Arthur Franz, spouse, Shirley Jean Cummings]
  • A. Shirley Smith
    Shirley Smith is an artist best known for designing the original first-edition cover of Harper Lee’s novel "To Kill a Mockingbird."
  • B. Shirley Franklin
    Shirley Franklin is an American politician who served as the first female mayor of Atlanta and the first African-American woman to serve as mayor of a major Southern city.
  • C. Betty Jean Newsome
    Betty Jean Newsome was an American songwriter best known for co-writing James Brown’s classic soul ballad “It’s a Man’s Man’s Man’s World.”
  • D. Shirley Melton Johnson
    Shirley Melton Johnson is the wife of Sam Johnson, known primarily in relation to his public and personal life.
  • E. Shirley Ann Corley
    Shirley Ann Corley was the second wife of legendary country singer George Jones, with whom she was married during the 1950s and 1960s and had two children.
  • 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: Shirley Jean Cummings
Triple: [Arthur Franz, spouse, Shirley Jean Cummings]
Generated description
Shirley Jean Cummings was the wife of American film and television actor Arthur Franz.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shirley Jean Cummings
Target entity description: Shirley Jean Cummings was the wife of American film and television actor Arthur Franz.
  • A. Shirley Smith
    Shirley Smith is an artist best known for designing the original first-edition cover of Harper Lee’s novel "To Kill a Mockingbird."
  • B. Shirley Franklin
    Shirley Franklin is an American politician who served as the first female mayor of Atlanta and the first African-American woman to serve as mayor of a major Southern city.
  • C. Betty Jean Newsome
    Betty Jean Newsome was an American songwriter best known for co-writing James Brown’s classic soul ballad “It’s a Man’s Man’s Man’s World.”
  • D. Shirley Melton Johnson
    Shirley Melton Johnson is the wife of Sam Johnson, known primarily in relation to his public and personal life.
  • E. Shirley Ann Corley
    Shirley Ann Corley was the second wife of legendary country singer George Jones, with whom she was married during the 1950s and 1960s and had two children.
  • 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_69d8b9f4c22c819093c2680434472894 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49793a2588190bb341ac606d767fe completed April 19, 2026, 8:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0523378d4c819089267d083cd93008 completed May 14, 2026, 1:19 a.m.
NEDg Description generation batch_6a05245195c481909ed151ecf0cf4ef5 completed May 14, 2026, 1:24 a.m.
NED2 Entity disambiguation (via description) batch_6a0524ac872081908171904794479a1c completed May 14, 2026, 1:26 a.m.
Created at: April 10, 2026, 10:17 a.m.