Triple

T4205483
Position Surface form Disambiguated ID Type / Status
Subject Little Men E86172 entity
Predicate mainCharacter P1183 FINISHED
Object Demi Brooke
Demi Brooke is a character in Louisa May Alcott’s novel "Little Men," depicted as one of the children at Plumfield whose growth and experiences reflect the book’s themes of education and moral development.
 E420730 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: Demi Brooke | Statement: [Little Men, mainCharacter, Demi Brooke]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Demi Brooke
Context triple: [Little Men, mainCharacter, Demi Brooke]
  • A. Brooke Breton
    Brooke Breton is a film producer known for her work on projects such as the psychological thriller "Insomnia" (2002).
  • B. Demi
    Demi is a fictional character from Louisa May Alcott’s novel "Jo's Boys," part of the continuation of the March family saga begun in "Little Women."
  • C. Brooke Hayward
    Brooke Hayward is an American actress, author, and socialite best known for her memoir "Haywire" about her prominent Hollywood family.
  • D. Brooke Candy
    Brooke Candy is an American rapper, singer, and visual artist known for her provocative style, genre-blending music, and bold feminist and sex-positive themes.
  • E. Aimee Blake
    Aimee Blake is a fictional character from the British television drama series "The Humans."
  • 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: Demi Brooke
Triple: [Little Men, mainCharacter, Demi Brooke]
Generated description
Demi Brooke is a character in Louisa May Alcott’s novel "Little Men," depicted as one of the children at Plumfield whose growth and experiences reflect the book’s themes of education and moral development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Demi Brooke
Target entity description: Demi Brooke is a character in Louisa May Alcott’s novel "Little Men," depicted as one of the children at Plumfield whose growth and experiences reflect the book’s themes of education and moral development.
  • A. Brooke Breton
    Brooke Breton is a film producer known for her work on projects such as the psychological thriller "Insomnia" (2002).
  • B. Demi
    Demi is a fictional character from Louisa May Alcott’s novel "Jo's Boys," part of the continuation of the March family saga begun in "Little Women."
  • C. Brooke Hayward
    Brooke Hayward is an American actress, author, and socialite best known for her memoir "Haywire" about her prominent Hollywood family.
  • D. Brooke Candy
    Brooke Candy is an American rapper, singer, and visual artist known for her provocative style, genre-blending music, and bold feminist and sex-positive themes.
  • E. Aimee Blake
    Aimee Blake is a fictional character from the British television drama series "The Humans."
  • 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_69aed93b89f48190a31f6d57c760e42f completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af03844314819092639ed7d6ef2c6e completed March 9, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b58a19c90c819083a750fafa6fd1c7 completed March 14, 2026, 4:17 p.m.
NEDg Description generation batch_69b58e337aec819092020d46ee235fd1 completed March 14, 2026, 4:34 p.m.
NED2 Entity disambiguation (via description) batch_69b58e9f50948190a40254375e76153c completed March 14, 2026, 4:36 p.m.
Created at: March 9, 2026, 3:49 p.m.