Triple

T17025875
Position Surface form Disambiguated ID Type / Status
Subject Encounters of the Spooky Kind E413061 entity
Predicate writer P1360 FINISHED
Object Huang Ying
Huang Ying is a screenwriter best known for contributing to the classic Hong Kong horror-comedy film "Encounters of the Spooky Kind."
E1247772 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: Huang Ying | Statement: [Encounters of the Spooky Kind, writer, Huang Ying]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huang Ying
Context triple: [Encounters of the Spooky Kind, writer, Huang Ying]
  • A. Zhu Ying
    Zhu Ying was a lesser-known Ming dynasty prince and son of the Hongwu Emperor, making him a younger brother of crown prince Zhu Biao.
  • B. Li Ying
    Li Ying was a Tang dynasty crown prince and the eldest son of Emperor Xuanzong, whose political downfall and forced suicide became a notable episode in mid-Tang imperial history.
  • C. Huang Qiuyan
    Huang Qiuyan is a Chinese former wushu athlete and actress best known for her early marriage to martial arts film star Jet Li.
  • D. Song Zuying
    Song Zuying is a renowned Chinese soprano and folk singer celebrated for her powerful voice and frequent performances at major national events.
  • E. Hung Yan-yan
    Hung Yan-yan is a Hong Kong martial artist, actor, and action choreographer known for his work in classic kung fu and action films.
  • 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: Huang Ying
Triple: [Encounters of the Spooky Kind, writer, Huang Ying]
Generated description
Huang Ying is a screenwriter best known for contributing to the classic Hong Kong horror-comedy film "Encounters of the Spooky Kind."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huang Ying
Target entity description: Huang Ying is a screenwriter best known for contributing to the classic Hong Kong horror-comedy film "Encounters of the Spooky Kind."
  • A. Zhu Ying
    Zhu Ying was a lesser-known Ming dynasty prince and son of the Hongwu Emperor, making him a younger brother of crown prince Zhu Biao.
  • B. Li Ying
    Li Ying was a Tang dynasty crown prince and the eldest son of Emperor Xuanzong, whose political downfall and forced suicide became a notable episode in mid-Tang imperial history.
  • C. Huang Qiuyan
    Huang Qiuyan is a Chinese former wushu athlete and actress best known for her early marriage to martial arts film star Jet Li.
  • D. Song Zuying
    Song Zuying is a renowned Chinese soprano and folk singer celebrated for her powerful voice and frequent performances at major national events.
  • E. Hung Yan-yan
    Hung Yan-yan is a Hong Kong martial artist, actor, and action choreographer known for his work in classic kung fu and action films.
  • 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_69e3d5d46a5081908bc5681621dd8534 completed April 18, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012334c3b48190b125ab926450c45b completed May 11, 2026, 12:30 a.m.
NEDg Description generation batch_6a0125420bd08190b969849a206a67d1 completed May 11, 2026, 12:39 a.m.
NED2 Entity disambiguation (via description) batch_6a0125c7c4f48190b570dabd341b1ef1 completed May 11, 2026, 12:41 a.m.
Created at: April 10, 2026, 5:33 a.m.