Triple

T19626216
Position Surface form Disambiguated ID Type / Status
Subject Hannah Quinlivan E471141 entity
Predicate hasChild P369 FINISHED
Object Romeo Chou
Romeo Chou is the son of Taiwanese-Australian actress Hannah Quinlivan and Taiwanese pop star Jay Chou.
E1386601 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: Romeo Chou | Statement: [Hannah Quinlivan, hasChild, Romeo Chou]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Romeo Chou
Context triple: [Hannah Quinlivan, hasChild, Romeo Chou]
  • A. Ante Cheng
    Ante Cheng is a cinematographer best known for his work on the film "Blue Bayou."
  • B. 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.
  • C. Robbi Chong
    Robbi Chong is a Canadian actress and former model known for her film and television roles in the 1980s and 1990s.
  • D. Christopher Chung
    Christopher Chung is an actor known for his role in the British spy drama series "Slow Horses."
  • E. Rocco Yim
    Rocco Yim is a prominent Hong Kong architect known for his influential contemporary designs and contributions to the city’s civic and cultural landmarks.
  • 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: Romeo Chou
Triple: [Hannah Quinlivan, hasChild, Romeo Chou]
Generated description
Romeo Chou is the son of Taiwanese-Australian actress Hannah Quinlivan and Taiwanese pop star Jay Chou.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Romeo Chou
Target entity description: Romeo Chou is the son of Taiwanese-Australian actress Hannah Quinlivan and Taiwanese pop star Jay Chou.
  • A. Ante Cheng
    Ante Cheng is a cinematographer best known for his work on the film "Blue Bayou."
  • B. 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.
  • C. Robbi Chong
    Robbi Chong is a Canadian actress and former model known for her film and television roles in the 1980s and 1990s.
  • D. Christopher Chung
    Christopher Chung is an actor known for his role in the British spy drama series "Slow Horses."
  • E. Rocco Yim
    Rocco Yim is a prominent Hong Kong architect known for his influential contemporary designs and contributions to the city’s civic and cultural landmarks.
  • 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_69d8e511f28481909f4bc3ea9191e54a completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e640e9ff208190afb33c910ed2147b completed April 20, 2026, 3:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0771bf2698819097690821e66b0d6a completed May 15, 2026, 7:19 p.m.
NEDg Description generation batch_6a07736d8990819081b3ba34f1d3600e completed May 15, 2026, 7:26 p.m.
NED2 Entity disambiguation (via description) batch_6a0773f9f8148190822ed74d83fdac97 completed May 15, 2026, 7:28 p.m.
Created at: April 10, 2026, 1:44 p.m.