Triple

T17025155
Position Surface form Disambiguated ID Type / Status
Subject Golden Melody Award for Best Mandarin Male Singer E413045 entity
Predicate notableRecipient P108 FINISHED
Object Jam Hsiao
Jam Hsiao is a Taiwanese Mandopop singer, actor, and musician known for his powerful vocals, emotive ballads, and prominent presence in the Chinese-language music industry.
 E1266231 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: Jam Hsiao | Statement: [Golden Melody Award for Best Mandarin Male Singer, notableRecipient, Jam Hsiao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jam Hsiao
Context triple: [Golden Melody Award for Best Mandarin Male Singer, notableRecipient, Jam Hsiao]
  • A. 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.
  • B. Ken Kao
    Ken Kao is an American film producer known for backing a range of independent and auteur-driven projects.
  • C. Cliff Chiang
    Cliff Chiang is an American comic book artist best known for co-creating and illustrating the sci-fi comic series "Paper Girls" and his acclaimed work at DC Comics, including runs on "Wonder Woman."
  • D. John Hao
    John Hao is an athlete who emerged from Saint Louis School’s sports program.
  • E. John Cheng
    John Cheng is a film producer best known for his work on the dark comedy movie "Horrible Bosses."
  • 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: Jam Hsiao
Triple: [Golden Melody Award for Best Mandarin Male Singer, notableRecipient, Jam Hsiao]
Generated description
Jam Hsiao is a Taiwanese Mandopop singer, actor, and musician known for his powerful vocals, emotive ballads, and prominent presence in the Chinese-language music industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jam Hsiao
Target entity description: Jam Hsiao is a Taiwanese Mandopop singer, actor, and musician known for his powerful vocals, emotive ballads, and prominent presence in the Chinese-language music industry.
  • A. 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.
  • B. Ken Kao
    Ken Kao is an American film producer known for backing a range of independent and auteur-driven projects.
  • C. Cliff Chiang
    Cliff Chiang is an American comic book artist best known for co-creating and illustrating the sci-fi comic series "Paper Girls" and his acclaimed work at DC Comics, including runs on "Wonder Woman."
  • D. John Hao
    John Hao is an athlete who emerged from Saint Louis School’s sports program.
  • E. John Cheng
    John Cheng is a film producer best known for his work on the dark comedy movie "Horrible Bosses."
  • 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_69d886cc4170819093deddc7b8b4b6a7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d5d371148190a60d32a72abec09a completed April 18, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a019fdc21148190b20c125773d8a181 completed May 11, 2026, 9:22 a.m.
NEDg Description generation batch_6a01a15d95d8819097287d678cb8dd59 completed May 11, 2026, 9:29 a.m.
NED2 Entity disambiguation (via description) batch_6a01a1c415dc8190ba8f7e2a8053917f completed May 11, 2026, 9:30 a.m.
Created at: April 10, 2026, 5:33 a.m.