Triple

T19095518
Position Surface form Disambiguated ID Type / Status
Subject Blue Bayou E467393 entity
Predicate cinematography P1953 FINISHED
Object Ante Cheng
Ante Cheng is a cinematographer best known for his work on the film "Blue Bayou."
E1359396 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: Ante Cheng | Statement: [Blue Bayou, cinematography, Ante Cheng]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ante Cheng
Context triple: [Blue Bayou, cinematography, Ante Cheng]
  • A. John Cheng
    John Cheng is a film producer best known for his work on the dark comedy movie "Horrible Bosses."
  • B. Curtis Chin
    Curtis Chin is an Asian American writer, filmmaker, and activist known for co-founding the Asian American Writers’ Workshop and for his work highlighting Asian American experiences and social justice issues.
  • C. Andy Tien
    Andy Tien is a Hong Kong–American actor and martial artist known professionally as Andy On, recognized for his roles in action and martial arts films.
  • D. 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.
  • E. Alistair Cheng
    Alistair Cheng is a character from the "Crazy Rich Asians" series, known as one of the wealthy, fashion-obsessed members of Singapore’s elite social circle.
  • 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: Ante Cheng
Triple: [Blue Bayou, cinematography, Ante Cheng]
Generated description
Ante Cheng is a cinematographer best known for his work on the film "Blue Bayou."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ante Cheng
Target entity description: Ante Cheng is a cinematographer best known for his work on the film "Blue Bayou."
  • A. John Cheng
    John Cheng is a film producer best known for his work on the dark comedy movie "Horrible Bosses."
  • B. Curtis Chin
    Curtis Chin is an Asian American writer, filmmaker, and activist known for co-founding the Asian American Writers’ Workshop and for his work highlighting Asian American experiences and social justice issues.
  • C. Andy Tien
    Andy Tien is a Hong Kong–American actor and martial artist known professionally as Andy On, recognized for his roles in action and martial arts films.
  • D. 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.
  • E. Alistair Cheng
    Alistair Cheng is a character from the "Crazy Rich Asians" series, known as one of the wealthy, fashion-obsessed members of Singapore’s elite social circle.
  • 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_69d8dd05ac4c8190b1967d8f97f3fb2f completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e368f20c8190bd84d2ba320991ac completed April 20, 2026, 8:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05e669d35c819099e2152231197c27 completed May 14, 2026, 3:12 p.m.
NEDg Description generation batch_6a05e87086048190bb33e123a75d6b56 completed May 14, 2026, 3:21 p.m.
NED2 Entity disambiguation (via description) batch_6a05e8f73de48190831b72700709055e completed May 14, 2026, 3:23 p.m.
Created at: April 10, 2026, 12:04 p.m.