Triple

T5693567
Position Surface form Disambiguated ID Type / Status
Subject Eat Drink Man Woman E125481 entity
Predicate leadActress P6108 FINISHED
Object Wu Chien-lien
Wu Chien-lien is a Taiwanese actress best known internationally for her acclaimed roles in films by director Ang Lee and in classic 1990s Chinese-language cinema.
E544136 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: Wu Chien-lien | Statement: [Eat Drink Man Woman, leadActress, Wu Chien-lien]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wu Chien-lien
Context triple: [Eat Drink Man Woman, leadActress, Wu Chien-lien]
  • A. Tsien Hsue-shen
    Tsien Hsue-shen was a pioneering Chinese aerospace engineer and rocket scientist who played a foundational role in both early American rocketry and the development of China’s missile and space programs.
  • B. Chang Hsueh-liang
    Chang Hsueh-liang was a prominent Chinese warlord and political figure best known for his role in the 1936 Xi'an Incident, which forced Chiang Kai-shek to form a united front with the Communists against Japan.
  • C. Chen Yongren
    Chen Yongren is the undercover police officer protagonist of the Hong Kong crime thriller "Infernal Affairs," whose character later inspired Billy Costigan in the American remake "The Departed."
  • D. Li Fang-Kuei
    Li Fang-Kuei was a prominent Chinese linguist and philologist known for his influential work on the historical phonology of Chinese and other Sino-Tibetan languages.
  • E. L. C. Pei
    L. C. Pei is a Chinese-American architect best known for designing the iconic Bank of China Tower in Hong Kong.
  • 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: Wu Chien-lien
Triple: [Eat Drink Man Woman, leadActress, Wu Chien-lien]
Generated description
Wu Chien-lien is a Taiwanese actress best known internationally for her acclaimed roles in films by director Ang Lee and in classic 1990s Chinese-language cinema.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wu Chien-lien
Target entity description: Wu Chien-lien is a Taiwanese actress best known internationally for her acclaimed roles in films by director Ang Lee and in classic 1990s Chinese-language cinema.
  • A. Tsien Hsue-shen
    Tsien Hsue-shen was a pioneering Chinese aerospace engineer and rocket scientist who played a foundational role in both early American rocketry and the development of China’s missile and space programs.
  • B. Chang Hsueh-liang
    Chang Hsueh-liang was a prominent Chinese warlord and political figure best known for his role in the 1936 Xi'an Incident, which forced Chiang Kai-shek to form a united front with the Communists against Japan.
  • C. Chen Yongren
    Chen Yongren is the undercover police officer protagonist of the Hong Kong crime thriller "Infernal Affairs," whose character later inspired Billy Costigan in the American remake "The Departed."
  • D. Li Fang-Kuei
    Li Fang-Kuei was a prominent Chinese linguist and philologist known for his influential work on the historical phonology of Chinese and other Sino-Tibetan languages.
  • E. L. C. Pei
    L. C. Pei is a Chinese-American architect best known for designing the iconic Bank of China Tower in Hong Kong.
  • 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_69c0082bb19c8190823a4facd3cba79b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c023e7dbe48190850b501f223614e3 completed March 22, 2026, 5:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07dd76f008190970c3b17ec8cbfd8 completed March 22, 2026, 11:40 p.m.
NEDg Description generation batch_69c08cf206188190a4e5bb2649d97be9 completed March 23, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69c08dc4d12c8190a7a245d583ef08d4 completed March 23, 2026, 12:48 a.m.
Created at: March 22, 2026, 3:44 p.m.