Triple

T8617182
Position Surface form Disambiguated ID Type / Status
Subject Chiang Hsiao-chang E204068 entity
Predicate givenName P17 FINISHED
Object Hsiao-chang
Hsiao-chang is a member of the Chiang family, a prominent political dynasty in modern Chinese and Taiwanese history.
 E757132 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: Hsiao-chang | Statement: [Chiang Hsiao-chang, givenName, Hsiao-chang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hsiao-chang
Context triple: [Chiang Hsiao-chang, givenName, Hsiao-chang]
  • A. Chih-chung
    Chih-chung is an alternative romanization of the Chinese given name Zhizhong, used in older or non–pinyin transcription systems.
  • B. Hsia-men
    Hsia-men is an older romanized form of the name for Xiamen, a major port city on the southeast coast of China in Fujian Province.
  • C. Yüeh-chih
    Yüeh-chih were an ancient Indo-European nomadic people of Central Asia who played a key role in the formation of the Kushan Empire and the cultural exchanges along the Silk Road.
  • D. Jia-Chien
    Jia-Chien is one of the central daughters in Ang Lee's film "Eat Drink Man Woman," portrayed as a modern, career-focused woman navigating family expectations and personal desires in contemporary Taipei.
  • E. Hsiao-wen
    Hsiao-wen is the given name of Chiang Hsiao-wen, a member of the Chiang family associated with modern Chinese political history.
  • 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: Hsiao-chang
Triple: [Chiang Hsiao-chang, givenName, Hsiao-chang]
Generated description
Hsiao-chang is a member of the Chiang family, a prominent political dynasty in modern Chinese and Taiwanese history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hsiao-chang
Target entity description: Hsiao-chang is a member of the Chiang family, a prominent political dynasty in modern Chinese and Taiwanese history.
  • A. Chih-chung
    Chih-chung is an alternative romanization of the Chinese given name Zhizhong, used in older or non–pinyin transcription systems.
  • B. Hsia-men
    Hsia-men is an older romanized form of the name for Xiamen, a major port city on the southeast coast of China in Fujian Province.
  • C. Yüeh-chih
    Yüeh-chih were an ancient Indo-European nomadic people of Central Asia who played a key role in the formation of the Kushan Empire and the cultural exchanges along the Silk Road.
  • D. Jia-Chien
    Jia-Chien is one of the central daughters in Ang Lee's film "Eat Drink Man Woman," portrayed as a modern, career-focused woman navigating family expectations and personal desires in contemporary Taipei.
  • E. Hsiao-wen
    Hsiao-wen is the given name of Chiang Hsiao-wen, a member of the Chiang family associated with modern Chinese political history.
  • 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_69ca832ceab8819096e4a9f546695079 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc4711c7748190af26ff5a78ef66a2 completed March 31, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf5148add48190bd2849d607e46c77 completed April 3, 2026, 5:34 a.m.
NEDg Description generation batch_69cf53e98a0081909055aacdb0549824 completed April 3, 2026, 5:45 a.m.
NED2 Entity disambiguation (via description) batch_69cf54de42a08190b1ccef9be3220c9e completed April 3, 2026, 5:49 a.m.
Created at: March 30, 2026, 6:26 p.m.