Triple

T14090928
Position Surface form Disambiguated ID Type / Status
Subject National Tsing Hua University E339127 entity
Predicate president P8 FINISHED
Object W. John Kao
W. John Kao is an academic leader and scholar who serves as president of National Tsing Hua University in Taiwan.
 E1080260 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: W. John Kao | Statement: [National Tsing Hua University, president, W. John Kao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: W. John Kao
Context triple: [National Tsing Hua University, president, W. John Kao]
  • A. Kenneth Chien
    Kenneth Chien is a physician-scientist and biotechnology entrepreneur best known as a co-founder of Moderna and a leading researcher in cardiovascular biology and mRNA therapeutics.
  • B. John M. Y. Lee
    John M. Y. Lee is an American architect known for designing major civic and institutional buildings, including the Thurgood Marshall Federal Judiciary Building in Washington, D.C.
  • C. Alfred H. Liu
    Alfred H. Liu was a Chinese American architect best known for designing Washington, D.C.’s iconic Chinatown Friendship Archway.
  • D. George K. T. Hau
    George K. T. Hau is an astronomer known for his work on nearby galaxies, including the discovery of the dwarf spheroidal galaxy Andromeda VI.
  • E. Edward J. Pei
    Edward J. Pei is a film cinematographer known for his work on feature films such as the biographical drama "Why Do Fools Fall in Love."
  • 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: W. John Kao
Triple: [National Tsing Hua University, president, W. John Kao]
Generated description
W. John Kao is an academic leader and scholar who serves as president of National Tsing Hua University in Taiwan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: W. John Kao
Target entity description: W. John Kao is an academic leader and scholar who serves as president of National Tsing Hua University in Taiwan.
  • A. Kenneth Chien
    Kenneth Chien is a physician-scientist and biotechnology entrepreneur best known as a co-founder of Moderna and a leading researcher in cardiovascular biology and mRNA therapeutics.
  • B. John M. Y. Lee
    John M. Y. Lee is an American architect known for designing major civic and institutional buildings, including the Thurgood Marshall Federal Judiciary Building in Washington, D.C.
  • C. Alfred H. Liu
    Alfred H. Liu was a Chinese American architect best known for designing Washington, D.C.’s iconic Chinatown Friendship Archway.
  • D. George K. T. Hau
    George K. T. Hau is an astronomer known for his work on nearby galaxies, including the discovery of the dwarf spheroidal galaxy Andromeda VI.
  • E. Edward J. Pei
    Edward J. Pei is a film cinematographer known for his work on feature films such as the biographical drama "Why Do Fools Fall in Love."
  • 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_69d81c687b0c819087fd9ed4198403f8 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5ee3213c8190af2853a2a5b302a2 completed April 14, 2026, 3:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcd0a7aab88190949cf1fd8e11b050 completed May 7, 2026, 5:49 p.m.
NEDg Description generation batch_69fcd5ad82388190a196d811734cdca2 completed May 7, 2026, 6:10 p.m.
NED2 Entity disambiguation (via description) batch_69fcd63a114881909ff7b2df937d24df completed May 7, 2026, 6:13 p.m.
Created at: April 9, 2026, 10:21 p.m.