Triple

T15625424
Position Surface form Disambiguated ID Type / Status
Subject Scott Pilgrim vs. the World E375664 entity
Predicate character P662 FINISHED
Object Knives Chau
Knives Chau is a high-school girl and Scott Pilgrim’s enthusiastic ex-girlfriend in the Scott Pilgrim series, known for her intense devotion, emotional arc, and eventual personal growth.
E1168717 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: Knives Chau | Statement: [Scott Pilgrim vs. the World, character, Knives Chau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Knives Chau
Context triple: [Scott Pilgrim vs. the World, character, Knives Chau]
  • A. Juke Wong
    Juke Wong is a music producer known for his work on the track "Slide Around."
  • B. Mun Choi
    Mun Choi is a Korean-American engineer and academic administrator who serves as a prominent university leader in the United States.
  • C. Johnny Chiang
    Johnny Chiang is a Taiwanese politician who has served as a prominent leader within the Kuomintang (KMT) party and as a legislator in Taiwan’s Legislative Yuan.
  • D. Robbi Chong
    Robbi Chong is a Canadian actress and former model known for her film and television roles in the 1980s and 1990s.
  • E. Hong Chau
    Hong Chau is an American actress acclaimed for her nuanced performances in film and television, including prominent roles in projects like "Downsizing," "The Whale," and various prestige TV series.
  • 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: Knives Chau
Triple: [Scott Pilgrim vs. the World, character, Knives Chau]
Generated description
Knives Chau is a high-school girl and Scott Pilgrim’s enthusiastic ex-girlfriend in the Scott Pilgrim series, known for her intense devotion, emotional arc, and eventual personal growth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Knives Chau
Target entity description: Knives Chau is a high-school girl and Scott Pilgrim’s enthusiastic ex-girlfriend in the Scott Pilgrim series, known for her intense devotion, emotional arc, and eventual personal growth.
  • A. Juke Wong
    Juke Wong is a music producer known for his work on the track "Slide Around."
  • B. Mun Choi
    Mun Choi is a Korean-American engineer and academic administrator who serves as a prominent university leader in the United States.
  • C. Johnny Chiang
    Johnny Chiang is a Taiwanese politician who has served as a prominent leader within the Kuomintang (KMT) party and as a legislator in Taiwan’s Legislative Yuan.
  • D. Robbi Chong
    Robbi Chong is a Canadian actress and former model known for her film and television roles in the 1980s and 1990s.
  • E. Hong Chau
    Hong Chau is an American actress acclaimed for her nuanced performances in film and television, including prominent roles in projects like "Downsizing," "The Whale," and various prestige TV series.
  • 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_69d85cd035a48190b73d5579ab73969a completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e9e5e248190ae54cda1fde51efb completed April 16, 2026, 2:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f415c2c81909e232e1c6531da93 completed May 9, 2026, 4:22 p.m.
NEDg Description generation batch_69ff5fea7cb48190a1acb9201a12fa32 completed May 9, 2026, 4:25 p.m.
NED2 Entity disambiguation (via description) batch_69ff62e84bec81908a4885bf7f8f3749 completed May 9, 2026, 4:38 p.m.
Created at: April 10, 2026, 4:14 a.m.