Triple

T17024652
Position Surface form Disambiguated ID Type / Status
Subject Joan Lin E413031 entity
Predicate nativeName P15 FINISHED
Object 林鳳嬌
林鳳嬌是一位台灣已退役的著名女演員，曾是1970至1980年代華語影壇的當紅明星之一，也是成龍的妻子。
 E1246353 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: 林鳳嬌 | Statement: [Joan Lin, nativeName, 林鳳嬌]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 林鳳嬌
Context triple: [Joan Lin, nativeName, 林鳳嬌]
  • A. Liu Fang-yu
    Liu Fang-yu is the wife of Taiwanese politician and president Lai Ching-te and is known for maintaining a relatively low public profile.
  • B. Chow Mei-ching
    Chow Mei-ching is a Taiwanese lawyer and the wife of former President Ma Ying-jeou, who served as First Lady of the Republic of China (Taiwan).
  • C. Betty Tung Chiu Hung-ping
    Betty Tung Chiu Hung-ping is the wife of former Hong Kong Chief Executive Tung Chee-hwa and a prominent public figure known for her role in social and charitable activities.
  • D. Chan Chi-ying
    Chan Chi-ying is a cinematographer known for his work on the action-comedy film "Skiptrace."
  • E. Lau Kim Lorn
    Lau Kim Lorn is the birth name of Nuon Chea, the former chief ideologue and "Brother Number Two" of Cambodia’s Khmer Rouge regime.
  • 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: 林鳳嬌
Triple: [Joan Lin, nativeName, 林鳳嬌]
Generated description
林鳳嬌是一位台灣已退役的著名女演員，曾是1970至1980年代華語影壇的當紅明星之一，也是成龍的妻子。
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 林鳳嬌
Target entity description: 林鳳嬌是一位台灣已退役的著名女演員，曾是1970至1980年代華語影壇的當紅明星之一，也是成龍的妻子。
  • A. Liu Fang-yu
    Liu Fang-yu is the wife of Taiwanese politician and president Lai Ching-te and is known for maintaining a relatively low public profile.
  • B. Chow Mei-ching
    Chow Mei-ching is a Taiwanese lawyer and the wife of former President Ma Ying-jeou, who served as First Lady of the Republic of China (Taiwan).
  • C. Betty Tung Chiu Hung-ping
    Betty Tung Chiu Hung-ping is the wife of former Hong Kong Chief Executive Tung Chee-hwa and a prominent public figure known for her role in social and charitable activities.
  • D. Chan Chi-ying
    Chan Chi-ying is a cinematographer known for his work on the action-comedy film "Skiptrace."
  • E. Lau Kim Lorn
    Lau Kim Lorn is the birth name of Nuon Chea, the former chief ideologue and "Brother Number Two" of Cambodia’s Khmer Rouge regime.
  • 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_6a011b53306081908972a0a5db474b6c completed May 10, 2026, 11:57 p.m.
NEDg Description generation batch_6a011cfb74b88190bbd5af862727790f completed May 11, 2026, 12:04 a.m.
NED2 Entity disambiguation (via description) batch_6a011dad838c8190a1ea560680c9ca57 completed May 11, 2026, 12:07 a.m.
Created at: April 10, 2026, 5:33 a.m.