Triple

T13791802
Position Surface form Disambiguated ID Type / Status
Subject 10 Things I Hate About You E331415 entity
Predicate mainCharacter P1183 FINISHED
Object Bianca Stratford
Bianca Stratford is a popular and seemingly shallow high school student whose growing maturity and romantic choices drive much of the plot in the teen film "10 Things I Hate About You."
E1064231 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 Stratford | Statement: [10 Things I Hate About You, mainCharacter, Bianca Stratford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bianca Stratford
Context triple: [10 Things I Hate About You, mainCharacter, Bianca Stratford]
  • 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 Lawson
    Bianca Lawson is an American actress known for her recurring roles in popular television series such as "Saved by the Bell: The New Class," "Pretty Little Liars," and "Teen Wolf."
  • C. Diana Sambrooke
    Diana Sambrooke was an English heiress of the early 18th century who became the wife of the prominent military and political figure Lord George Sackville (later Lord George Germain).
  • D. 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.
  • E. Bianca King
    Bianca King is a Filipino actress and model known for her roles in Philippine television dramas and films.
  • 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 Stratford
Triple: [10 Things I Hate About You, mainCharacter, Bianca Stratford]
Generated description
Bianca Stratford is a popular and seemingly shallow high school student whose growing maturity and romantic choices drive much of the plot in the teen film "10 Things I Hate About You."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bianca Stratford
Target entity description: Bianca Stratford is a popular and seemingly shallow high school student whose growing maturity and romantic choices drive much of the plot in the teen film "10 Things I Hate About You."
  • 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 Lawson
    Bianca Lawson is an American actress known for her recurring roles in popular television series such as "Saved by the Bell: The New Class," "Pretty Little Liars," and "Teen Wolf."
  • C. Diana Sambrooke
    Diana Sambrooke was an English heiress of the early 18th century who became the wife of the prominent military and political figure Lord George Sackville (later Lord George Germain).
  • D. 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.
  • E. Bianca King
    Bianca King is a Filipino actress and model known for her roles in Philippine television dramas and films.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0258a1408190a837d17c6d6a2bd4 completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b8d893448190b37ecbf8d2ded239 completed May 3, 2026, 9:06 p.m.
NEDg Description generation batch_69f7b9d773f881908660e8a0645d318d completed May 3, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7bbf47c888190be32a4105903120a completed May 3, 2026, 9:19 p.m.
Created at: April 9, 2026, 10:11 p.m.