Triple

T10453633
Position Surface form Disambiguated ID Type / Status
Subject Ferb Fletcher E246494 entity
Predicate stepsonOf P11545 FINISHED
Object Linda Flynn-Fletcher
Linda Flynn-Fletcher is the caring, somewhat oblivious mother of Phineas and Candace and stepmother of Ferb in the animated series "Phineas and Ferb."
E863510 NE FINISHED

How this triple was built (5 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: Linda Flynn-Fletcher | Statement: [Ferb Fletcher, stepsonOf, Linda Flynn-Fletcher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Linda Flynn-Fletcher
Context triple: [Ferb Fletcher, stepsonOf, Linda Flynn-Fletcher]
  • A. Michelle Mylett
    Michelle Mylett is a Canadian actress best known for playing Katy on the comedy series "Letterkenny."
  • B. Erin Cressida Wilson
    Erin Cressida Wilson is an American playwright, screenwriter, and professor known for her darkly psychological, character-driven scripts, including the adaptation of "The Girl on the Train."
  • C. Karen Flammer
    Karen Flammer is a physicist and educator best known as a co-founder of Sally Ride Science, an organization dedicated to promoting STEM education, especially for girls.
  • D. Patricia O'Flynn
    Patricia O'Flynn is known as the spouse of Canadian politician George Strauss.
  • E. Fiona Gubelmann
    Fiona Gubelmann is an American actress best known for her role as Dr. Morgan Reznick on the medical drama series "The Good Doctor."
  • 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: Linda Flynn-Fletcher
Triple: [Ferb Fletcher, stepsonOf, Linda Flynn-Fletcher]
Generated description
Linda Flynn-Fletcher is the caring, somewhat oblivious mother of Phineas and Candace and stepmother of Ferb in the animated series "Phineas and Ferb."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Linda Flynn-Fletcher
Target entity description: Linda Flynn-Fletcher is the caring, somewhat oblivious mother of Phineas and Candace and stepmother of Ferb in the animated series "Phineas and Ferb."
  • A. Michelle Mylett
    Michelle Mylett is a Canadian actress best known for playing Katy on the comedy series "Letterkenny."
  • B. Erin Cressida Wilson
    Erin Cressida Wilson is an American playwright, screenwriter, and professor known for her darkly psychological, character-driven scripts, including the adaptation of "The Girl on the Train."
  • C. Karen Flammer
    Karen Flammer is a physicist and educator best known as a co-founder of Sally Ride Science, an organization dedicated to promoting STEM education, especially for girls.
  • D. Patricia O'Flynn
    Patricia O'Flynn is known as the spouse of Canadian politician George Strauss.
  • E. Fiona Gubelmann
    Fiona Gubelmann is an American actress best known for her role as Dr. Morgan Reznick on the medical drama series "The Good Doctor."
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: stepsonOf
Context triple: [Ferb Fletcher, stepsonOf, Linda Flynn-Fletcher]
  • A. stepfatherOf
    Indicates that one person is the male spouse or partner of a child's parent, but is not the child's biological or adoptive father.
  • B. youngerSonOf
    Indicates that one person is the younger male child (son) of another person.
  • C. stepChild chosen
    Indicates a parent–child relationship where the child is related to a parent’s spouse but is not the biological or adopted child of that spouse.
  • D. stepSonInLawOf
    Indicates a relationship where one person is the husband of another person's stepchild.
  • E. stepSibling
    Indicates that two people share at least one parent but do not share both biological parents, making them step-siblings.
  • F. None of above.

Provenance (6 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_69d381c04fe08190957c26c526a3b05a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4fe0d73d48190acb687b96918e0cf completed April 7, 2026, 12:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69d87f07c9f48190b0fce7740a2e003a completed April 10, 2026, 4:39 a.m.
NEDg Description generation batch_69d886c562c081908aae846da8efb1a5 completed April 10, 2026, 5:12 a.m.
NED2 Entity disambiguation (via description) batch_69d88dce21448190b093b4f548e29f84 completed April 10, 2026, 5:42 a.m.
PD Predicate disambiguation batch_69d4fb7d353c8190a73f439a956c7606 completed April 7, 2026, 12:41 p.m.
Created at: April 6, 2026, 12:17 p.m.