Triple

T3621903
Position Surface form Disambiguated ID Type / Status
Subject Mama’s Family E76745 entity
Predicate starring P1507 FINISHED
Object Ken Berry
Ken Berry was an American actor and dancer best known for his comedic television roles in series such as "F Troop," "Mayberry R.F.D.," and "Mama’s Family."
 E381289 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: Ken Berry | Statement: [Mama’s Family, starring, Ken Berry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ken Berry
Context triple: [Mama’s Family, starring, Ken Berry]
  • A. Joan Benedict
    Joan Benedict is an American actress known for her work in film and television and for being married to acclaimed actor Rod Steiger.
  • B. Joan Allen
    Joan Allen is an acclaimed American actress known for her versatile performances in film, television, and theater, including prominent roles in dramas and political thrillers.
  • C. Catherine Hicks
    Catherine Hicks is an American actress best known for her role as Annie Camden on the long-running television series "7th Heaven."
  • D. James Dearden
    James Dearden is a British screenwriter and director best known for writing the screenplay for the hit psychological thriller film "Fatal Attraction."
  • E. Linda Gray Sexton
    Linda Gray Sexton is an American writer and memoirist known for her novels and for editing and chronicling the life and work of her mother, poet Anne Sexton.
  • 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: Ken Berry
Triple: [Mama’s Family, starring, Ken Berry]
Generated description
Ken Berry was an American actor and dancer best known for his comedic television roles in series such as "F Troop," "Mayberry R.F.D.," and "Mama’s Family."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ken Berry
Target entity description: Ken Berry was an American actor and dancer best known for his comedic television roles in series such as "F Troop," "Mayberry R.F.D.," and "Mama’s Family."
  • A. Joan Benedict
    Joan Benedict is an American actress known for her work in film and television and for being married to acclaimed actor Rod Steiger.
  • B. Joan Allen
    Joan Allen is an acclaimed American actress known for her versatile performances in film, television, and theater, including prominent roles in dramas and political thrillers.
  • C. Catherine Hicks
    Catherine Hicks is an American actress best known for her role as Annie Camden on the long-running television series "7th Heaven."
  • D. James Dearden
    James Dearden is a British screenwriter and director best known for writing the screenplay for the hit psychological thriller film "Fatal Attraction."
  • E. Linda Gray Sexton
    Linda Gray Sexton is an American writer and memoirist known for her novels and for editing and chronicling the life and work of her mother, poet Anne Sexton.
  • 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_69ad85dae2fc81908d1ceadbc6af0089 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc2bb12cc8190bd67597cf3b66a3a completed March 8, 2026, 6:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4cddcfeec8190920648ec66b2a53c completed March 14, 2026, 2:54 a.m.
NEDg Description generation batch_69b4ce60cf88819094616f7c2a604946 completed March 14, 2026, 2:56 a.m.
NED2 Entity disambiguation (via description) batch_69b4cea9c7008190a69e3fa4cdd90fd8 completed March 14, 2026, 2:57 a.m.
Created at: March 8, 2026, 3:23 p.m.