Triple

T14842561
Position Surface form Disambiguated ID Type / Status
Subject Andrew T. Hsu E348999 entity
Predicate familyName P18 FINISHED
Object Hsu
Hsu is a Chinese surname commonly found in Taiwan and among Chinese communities worldwide, often representing a romanization of the surname Xu.
 E639998 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: Hsu | Statement: [Andrew T. Hsu, familyName, Hsu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hsu
Context triple: [Andrew T. Hsu, familyName, Hsu]
  • A. Hua
    Hua is a Chinese given name commonly used for both males and females, often associated with meanings like "flower" or "China."
  • 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. Hsieh
    Hsieh is a Chinese surname commonly borne by individuals of Taiwanese and Chinese heritage, including notable figures in business, politics, and the arts.
  • D. Hsiao-chang
    Hsiao-chang is a member of the Chiang family, a prominent political dynasty in modern Chinese and Taiwanese history.
  • E. Hui
    The Hui are a predominantly Muslim ethnic group in China known for their integration of Islamic faith with Han Chinese language and cultural practices.
  • 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: Hsu
Triple: [Andrew T. Hsu, familyName, Hsu]
Generated description
Hsu is a Chinese surname commonly found in Taiwan and among Chinese communities worldwide, often representing a romanization of the surname Xu.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hsu
Target entity description: Hsu is a Chinese surname commonly found in Taiwan and among Chinese communities worldwide, often representing a romanization of the surname Xu.
  • A. Hua
    Hua is a Chinese given name commonly used for both males and females, often associated with meanings like "flower" or "China."
  • 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. Hsieh chosen
    Hsieh is a Chinese surname commonly borne by individuals of Taiwanese and Chinese heritage, including notable figures in business, politics, and the arts.
  • D. Hsiao-chang
    Hsiao-chang is a member of the Chiang family, a prominent political dynasty in modern Chinese and Taiwanese history.
  • E. Hui
    The Hui are a predominantly Muslim ethnic group in China known for their integration of Islamic faith with Han Chinese language and cultural practices.
  • F. None of above.

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_69d822ec69008190a9232caa68836872 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded28fa49c81908d1059e6cafd607f completed April 14, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe38ab372881909f60435e73424aea completed May 8, 2026, 7:25 p.m.
NEDg Description generation batch_69fe3b2bb95c819092a280384b71461d completed May 8, 2026, 7:36 p.m.
NED2 Entity disambiguation (via description) batch_69fe3bbf7de481908cc8b65a8e737d31 completed May 8, 2026, 7:38 p.m.
Created at: April 10, 2026, 1:53 a.m.