Triple

T7849158
Position Surface form Disambiguated ID Type / Status
Subject The Nanny E181999 entity
Predicate mainCharacter P1183 FINISHED
Object Maggie Sheffield
Maggie Sheffield is a fictional character from the sitcom "The Nanny," known as Maxwell Sheffield’s eldest daughter who grows from a shy, insecure teen into a more confident young woman over the course of the series.
 E699901 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: Maggie Sheffield | Statement: [The Nanny, mainCharacter, Maggie Sheffield]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maggie Sheffield
Context triple: [The Nanny, mainCharacter, Maggie Sheffield]
  • A. Maggie Carey
    Maggie Carey is an American filmmaker, screenwriter, and director best known for writing and directing the coming-of-age comedy film "The To Do List."
  • B. Maggie Johnson
    Maggie Johnson is one of the children of American sportscaster Ernie Johnson Jr., known to viewers through his family’s occasional appearances and mentions during his broadcasts.
  • C. Maggie Johnson
    Maggie Johnson is an American former model best known as the first wife of actor and filmmaker Clint Eastwood.
  • D. Maggie Johnson
    Maggie Johnson is the tragic young protagonist of Stephen Crane’s novella "Maggie: A Girl of the Streets," whose life in the slums of New York highlights the brutal effects of poverty and social hypocrisy.
  • E. Maggie Mull
    Maggie Mull is an American television writer and producer known for her work on comedy series such as "Life in Pieces" and "Family Guy."
  • 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: Maggie Sheffield
Triple: [The Nanny, mainCharacter, Maggie Sheffield]
Generated description
Maggie Sheffield is a fictional character from the sitcom "The Nanny," known as Maxwell Sheffield’s eldest daughter who grows from a shy, insecure teen into a more confident young woman over the course of the series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maggie Sheffield
Target entity description: Maggie Sheffield is a fictional character from the sitcom "The Nanny," known as Maxwell Sheffield’s eldest daughter who grows from a shy, insecure teen into a more confident young woman over the course of the series.
  • A. Maggie Carey
    Maggie Carey is an American filmmaker, screenwriter, and director best known for writing and directing the coming-of-age comedy film "The To Do List."
  • B. Maggie Johnson
    Maggie Johnson is one of the children of American sportscaster Ernie Johnson Jr., known to viewers through his family’s occasional appearances and mentions during his broadcasts.
  • C. Maggie Johnson
    Maggie Johnson is an American former model best known as the first wife of actor and filmmaker Clint Eastwood.
  • D. Maggie Johnson
    Maggie Johnson is the tragic young protagonist of Stephen Crane’s novella "Maggie: A Girl of the Streets," whose life in the slums of New York highlights the brutal effects of poverty and social hypocrisy.
  • E. Maggie Mull
    Maggie Mull is an American television writer and producer known for her work on comedy series such as "Life in Pieces" and "Family Guy."
  • 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_69ca82869ee08190b8f9040dbc2c0467 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb18e989ac819090e459b77d8932d3 completed March 31, 2026, 12:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b0515c08190b866a39749d54849 completed March 31, 2026, 5:26 a.m.
NEDg Description generation batch_69cb762eab0881909c5035b3086dfdd9 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb801cc0c8190864d28e199eb5e67 completed March 31, 2026, 12:03 p.m.
Created at: March 30, 2026, 4:50 p.m.