Triple

T330772
Position Surface form Disambiguated ID Type / Status
Subject The Preacher's Wife E6620 entity
Predicate director P255 FINISHED
Object Penny Marshall
Penny Marshall was an American actress, comedian, and pioneering film director known for starring in the sitcom "Laverne & Shirley" and directing hit movies such as "Big" and "A League of Their Own."
E42313 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: Penny Marshall | Statement: [The Preacher's Wife, director, Penny Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Penny Marshall
Context triple: [The Preacher's Wife, director, Penny Marshall]
  • A. Emma Thompson
    Emma Thompson is an acclaimed British actress and screenwriter known for her Oscar-winning performances and adaptations in films such as "Howards End" and "Sense and Sensibility."
  • B. Ron Howard
    Ron Howard is an American filmmaker and former child actor best known for directing acclaimed films such as "A Beautiful Mind," "Apollo 13," and "Cocoon."
  • C. Jennifer Lame
    Jennifer Lame is an American film editor known for her frequent collaborations with prominent directors such as Christopher Nolan, including her work on the 2023 biographical thriller "Oppenheimer."
  • D. Gillian Armstrong
    Gillian Armstrong is an Australian film director best known for works such as "My Brilliant Career" and the 1994 adaptation of "Little Women."
  • E. Norman Jewison
    Norman Jewison was a Canadian film director and producer best known for acclaimed movies such as "In the Heat of the Night," "Fiddler on the Roof," and "Moonstruck."
  • 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: Penny Marshall
Triple: [The Preacher's Wife, director, Penny Marshall]
Generated description
Penny Marshall was an American actress, comedian, and pioneering film director known for starring in the sitcom "Laverne & Shirley" and directing hit movies such as "Big" and "A League of Their Own."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Penny Marshall
Target entity description: Penny Marshall was an American actress, comedian, and pioneering film director known for starring in the sitcom "Laverne & Shirley" and directing hit movies such as "Big" and "A League of Their Own."
  • A. Emma Thompson
    Emma Thompson is an acclaimed British actress and screenwriter known for her Oscar-winning performances and adaptations in films such as "Howards End" and "Sense and Sensibility."
  • B. Ron Howard
    Ron Howard is an American filmmaker and former child actor best known for directing acclaimed films such as "A Beautiful Mind," "Apollo 13," and "Cocoon."
  • C. Jennifer Lame
    Jennifer Lame is an American film editor known for her frequent collaborations with prominent directors such as Christopher Nolan, including her work on the 2023 biographical thriller "Oppenheimer."
  • D. Gillian Armstrong
    Gillian Armstrong is an Australian film director best known for works such as "My Brilliant Career" and the 1994 adaptation of "Little Women."
  • E. Norman Jewison
    Norman Jewison was a Canadian film director and producer best known for acclaimed movies such as "In the Heat of the Night," "Fiddler on the Roof," and "Moonstruck."
  • 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_69a2e79434908190a9d5afe415153ad9 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eaafd1a48190a6d001af3c2a5318 completed Feb. 28, 2026, 1:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3cff160788190a49faad3c011965e completed March 1, 2026, 5:34 a.m.
NEDg Description generation batch_69a3d0dff47881909b2dc7002b16e1cd completed March 1, 2026, 5:38 a.m.
NED2 Entity disambiguation (via description) batch_69a3d15c60d4819091d615246267a2a7 completed March 1, 2026, 5:40 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.