Triple

T17748569
Position Surface form Disambiguated ID Type / Status
Subject Andy On E443051 entity
Predicate birthName P65 FINISHED
Object 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.
 E1310879 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: Andy Tien | Statement: [Andy On, birthName, Andy Tien]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Andy Tien
Context triple: [Andy On, birthName, Andy Tien]
  • A. John Cheng
    John Cheng is a film producer best known for his work on the dark comedy movie "Horrible Bosses."
  • B. Chris Yen
    Chris Yen is a Hong Kong-born actress and martial artist known for her roles in action films and as the younger sister of action star Donnie Yen.
  • C. Andrew Hsia
    Andrew Hsia is a Taiwanese politician and diplomat known for serving in senior cross-strait and foreign affairs roles, including leadership positions in Taiwan’s Mainland policy and its foreign ministry.
  • D. Peter Chou
    Peter Chou is a Taiwanese entrepreneur and technology executive best known as the co-founder and former CEO of smartphone manufacturer HTC.
  • E. 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.
  • 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: Andy Tien
Triple: [Andy On, birthName, Andy Tien]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Andy Tien
Target entity description: 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.
  • A. John Cheng
    John Cheng is a film producer best known for his work on the dark comedy movie "Horrible Bosses."
  • B. Chris Yen
    Chris Yen is a Hong Kong-born actress and martial artist known for her roles in action films and as the younger sister of action star Donnie Yen.
  • C. Andrew Hsia
    Andrew Hsia is a Taiwanese politician and diplomat known for serving in senior cross-strait and foreign affairs roles, including leadership positions in Taiwan’s Mainland policy and its foreign ministry.
  • D. Peter Chou
    Peter Chou is a Taiwanese entrepreneur and technology executive best known as the co-founder and former CEO of smartphone manufacturer HTC.
  • E. 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.
  • 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_69d8b9ed3a2081909b2ec0d4dd2f4c37 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e47ad46a50819089c87f74efe3c7ca completed April 19, 2026, 6:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0397e9980c81908e143c78378a86c5 completed May 12, 2026, 9:13 p.m.
NEDg Description generation batch_6a0398dd1d50819087d16ad6f09ef063 completed May 12, 2026, 9:17 p.m.
NED2 Entity disambiguation (via description) batch_6a03998369648190ae2e84ba56827473 completed May 12, 2026, 9:20 p.m.
Created at: April 10, 2026, 10:10 a.m.