Triple

T13257848
Position Surface form Disambiguated ID Type / Status
Subject Mae Whitman E315708 entity
Predicate portrayedCharacter P1668 FINISHED
Object Bianca Piper
Bianca Piper is the high school student protagonist of the teen comedy film "The DUFF," known for challenging social labels and redefining her self-worth.
E1031623 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: Bianca Piper | Statement: [Mae Whitman, portrayedCharacter, Bianca Piper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bianca Piper
Context triple: [Mae Whitman, portrayedCharacter, Bianca Piper]
  • A. Bianca Taylor
    Bianca Taylor is a character in the "Creed" film series, known as Adonis Creed's love interest and a talented musician coping with progressive hearing loss.
  • B. Bianca Bree
    Bianca Bree is a Belgian-American actress and martial artist, best known as the daughter of action star Jean-Claude Van Damme and for appearing in several of his films.
  • C. Pia Ricci
    Pia Ricci is a sibling of American actress Christina Ricci, known primarily for her family connection to the film star.
  • D. Bianca King
    Bianca King is a Filipino actress and model known for her roles in Philippine television dramas and films.
  • E. Piper Perabo
    Piper Perabo is an American actress known for her roles in films like "Coyote Ugly" and the TV series "Covert Affairs."
  • 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: Bianca Piper
Triple: [Mae Whitman, portrayedCharacter, Bianca Piper]
Generated description
Bianca Piper is the high school student protagonist of the teen comedy film "The DUFF," known for challenging social labels and redefining her self-worth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bianca Piper
Target entity description: Bianca Piper is the high school student protagonist of the teen comedy film "The DUFF," known for challenging social labels and redefining her self-worth.
  • A. Bianca Taylor
    Bianca Taylor is a character in the "Creed" film series, known as Adonis Creed's love interest and a talented musician coping with progressive hearing loss.
  • B. Bianca Bree
    Bianca Bree is a Belgian-American actress and martial artist, best known as the daughter of action star Jean-Claude Van Damme and for appearing in several of his films.
  • C. Pia Ricci
    Pia Ricci is a sibling of American actress Christina Ricci, known primarily for her family connection to the film star.
  • D. Bianca King
    Bianca King is a Filipino actress and model known for her roles in Philippine television dramas and films.
  • E. Piper Perabo
    Piper Perabo is an American actress known for her roles in films like "Coyote Ugly" and the TV series "Covert Affairs."
  • 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_69d806b1d9ac8190852c5571d5bd5f0f completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98f7614fc8190a1cac076d706e9aa completed April 11, 2026, 12:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f70a444b4c8190a5dd95460ac96cc7 completed May 3, 2026, 8:41 a.m.
NEDg Description generation batch_69f70d50b6148190a0cbc31d9937d59e completed May 3, 2026, 8:54 a.m.
NED2 Entity disambiguation (via description) batch_69f70e14389881908787a64ddead9707 completed May 3, 2026, 8:57 a.m.
Created at: April 9, 2026, 9:25 p.m.