Triple

T11207746
Position Surface form Disambiguated ID Type / Status
Subject Cecil Chao E265215 entity
Predicate name P16 FINISHED
Object Cecil Chao Sze-tsung
Cecil Chao Sze-tsung is a Hong Kong billionaire property developer and socialite best known internationally for his flamboyant lifestyle and highly publicized offers of large sums of money to any man who could marry his lesbian daughter.
E911884 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: Cecil Chao Sze-tsung | Statement: [Cecil Chao, name, Cecil Chao Sze-tsung]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cecil Chao Sze-tsung
Context triple: [Cecil Chao, name, Cecil Chao Sze-tsung]
  • A. Peng Chun Chang
    Peng Chun Chang was a Chinese diplomat, philosopher, and educator who played a key role in shaping the philosophical foundations of the Universal Declaration of Human Rights.
  • B. Wu Tsing-fong
    Wu Tsing-fong is a Taiwanese singer-songwriter best known as the lead vocalist and primary songwriter of the indie band Sodagreen.
  • C. Tam Wah-ching
    Tam Wah-ching is a Hong Kong figure known primarily as an alumnus of Queen's College, one of the territory's most prestigious secondary schools.
  • D. Tsien Tsuen-hsuin
    Tsien Tsuen-hsuin was a Chinese-American sinologist and historian of science renowned for his pioneering research on the history of paper and printing in China.
  • E. Li Chung-chang
    Li Chung-chang, better known as Li Hongzhang, was a prominent late Qing dynasty Chinese statesman, diplomat, and military leader who played a key role in modernization and foreign affairs.
  • 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: Cecil Chao Sze-tsung
Triple: [Cecil Chao, name, Cecil Chao Sze-tsung]
Generated description
Cecil Chao Sze-tsung is a Hong Kong billionaire property developer and socialite best known internationally for his flamboyant lifestyle and highly publicized offers of large sums of money to any man who could marry his lesbian daughter.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cecil Chao Sze-tsung
Target entity description: Cecil Chao Sze-tsung is a Hong Kong billionaire property developer and socialite best known internationally for his flamboyant lifestyle and highly publicized offers of large sums of money to any man who could marry his lesbian daughter.
  • A. Peng Chun Chang
    Peng Chun Chang was a Chinese diplomat, philosopher, and educator who played a key role in shaping the philosophical foundations of the Universal Declaration of Human Rights.
  • B. Wu Tsing-fong
    Wu Tsing-fong is a Taiwanese singer-songwriter best known as the lead vocalist and primary songwriter of the indie band Sodagreen.
  • C. Tam Wah-ching
    Tam Wah-ching is a Hong Kong figure known primarily as an alumnus of Queen's College, one of the territory's most prestigious secondary schools.
  • D. Tsien Tsuen-hsuin
    Tsien Tsuen-hsuin was a Chinese-American sinologist and historian of science renowned for his pioneering research on the history of paper and printing in China.
  • E. Li Chung-chang
    Li Chung-chang, better known as Li Hongzhang, was a prominent late Qing dynasty Chinese statesman, diplomat, and military leader who played a key role in modernization and foreign affairs.
  • 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_69d6aac59460819089b9848b27f57848 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8d5f8908190903817f84c629ba1 completed April 9, 2026, 5:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4973a1b288190bacdf56f8d4977bd completed April 19, 2026, 8:50 a.m.
NEDg Description generation batch_69e49c0a92b08190ac5debb7d67ca776 completed April 19, 2026, 9:10 a.m.
NED2 Entity disambiguation (via description) batch_69e49e8dc4ec81908d0defe77827d197 completed April 19, 2026, 9:21 a.m.
Created at: April 8, 2026, 9:30 p.m.