Triple

T13286053
Position Surface form Disambiguated ID Type / Status
Subject Cheaper by the Dozen E316446 entity
Predicate starring P1507 FINISHED
Object Paula Marshall
Paula Marshall is an American actress known for her work in film and television, including roles in comedies and dramas throughout the 1990s and 2000s.
E1032517 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: Paula Marshall | Statement: [Cheaper by the Dozen, starring, Paula Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paula Marshall
Context triple: [Cheaper by the Dozen, starring, Paula Marshall]
  • A. Carole Penny Marshall
    Carole Penny Marshall was an American actress, director, and producer best known for starring in the sitcom "Laverne & Shirley" and directing hit films such as "Big" and "A League of Their Own."
  • B. Gillian Burke
    Gillian Burke is a British wildlife biologist, presenter, and filmmaker best known for co-hosting the BBC nature series Springwatch and its related programs.
  • C. Melisa Wallack
    Melisa Wallack is an American screenwriter best known for co-writing the acclaimed film "Dallas Buyers Club," which earned her an Academy Award nomination for Best Original Screenplay.
  • D. Laura Roberts
    Laura Roberts is known primarily as the wife of American television and film composer Earle Hagen.
  • E. Linda Fennimore
    Linda Fennimore is an artist best known for creating the cover art for Stephen King’s horror novel "Pet Sematary."
  • 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: Paula Marshall
Triple: [Cheaper by the Dozen, starring, Paula Marshall]
Generated description
Paula Marshall is an American actress known for her work in film and television, including roles in comedies and dramas throughout the 1990s and 2000s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paula Marshall
Target entity description: Paula Marshall is an American actress known for her work in film and television, including roles in comedies and dramas throughout the 1990s and 2000s.
  • A. Carole Penny Marshall
    Carole Penny Marshall was an American actress, director, and producer best known for starring in the sitcom "Laverne & Shirley" and directing hit films such as "Big" and "A League of Their Own."
  • B. Gillian Burke
    Gillian Burke is a British wildlife biologist, presenter, and filmmaker best known for co-hosting the BBC nature series Springwatch and its related programs.
  • C. Melisa Wallack
    Melisa Wallack is an American screenwriter best known for co-writing the acclaimed film "Dallas Buyers Club," which earned her an Academy Award nomination for Best Original Screenplay.
  • D. Laura Roberts
    Laura Roberts is known primarily as the wife of American television and film composer Earle Hagen.
  • E. Linda Fennimore
    Linda Fennimore is an artist best known for creating the cover art for Stephen King’s horror novel "Pet Sematary."
  • 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_69d806b349908190a9a61dd9323bf153 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d990759ebc8190a9487a59e37a69e2 completed April 11, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69f716d26a548190be15872154c9a942 completed May 3, 2026, 9:35 a.m.
NEDg Description generation batch_69f7177e07508190b46e6a12f09e7986 completed May 3, 2026, 9:38 a.m.
NED2 Entity disambiguation (via description) batch_69f717e72b988190927b628022bcbf12 completed May 3, 2026, 9:39 a.m.
Created at: April 9, 2026, 9:27 p.m.