Triple

T21150391
Position Surface form Disambiguated ID Type / Status
Subject Chen Chien-jen E521170 entity
Predicate spouse P13 FINISHED
Object Lo Fong-ping
Lo Fong-ping is a Taiwanese figure best known as the wife of former Vice President and epidemiologist Chen Chien-jen.
 E1468512 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: Lo Fong-ping | Statement: [Chen Chien-jen, spouse, Lo Fong-ping]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lo Fong-ping
Context triple: [Chen Chien-jen, spouse, Lo Fong-ping]
  • A. Chow Po-chung
    Chow Po-chung is a Hong Kong political theorist and academic known for his work on civic education, liberalism, and public policy.
  • B. Chi Cheng
    Chi Cheng was an American musician best known as the original bassist for the alternative metal band Deftones.
  • C. Lee Chong
    Lee Chong is the pragmatic and good-natured Chinese grocer in John Steinbeck’s novel "Cannery Row," known for running the local grocery store that serves as a social hub for the community.
  • D. Sim Wong Hoo
    Sim Wong Hoo was a Singaporean entrepreneur best known as the founder and longtime CEO of Creative Technology, a pioneering company in PC audio and digital entertainment products.
  • E. Liu Sung-pan
    Liu Sung-pan was a Taiwanese politician who served as a prominent leader in Taiwan’s legislature during the late 20th century.
  • 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: Lo Fong-ping
Triple: [Chen Chien-jen, spouse, Lo Fong-ping]
Generated description
Lo Fong-ping is a Taiwanese figure best known as the wife of former Vice President and epidemiologist Chen Chien-jen.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lo Fong-ping
Target entity description: Lo Fong-ping is a Taiwanese figure best known as the wife of former Vice President and epidemiologist Chen Chien-jen.
  • A. Chow Po-chung
    Chow Po-chung is a Hong Kong political theorist and academic known for his work on civic education, liberalism, and public policy.
  • B. Chi Cheng
    Chi Cheng was an American musician best known as the original bassist for the alternative metal band Deftones.
  • C. Lee Chong
    Lee Chong is the pragmatic and good-natured Chinese grocer in John Steinbeck’s novel "Cannery Row," known for running the local grocery store that serves as a social hub for the community.
  • D. Sim Wong Hoo
    Sim Wong Hoo was a Singaporean entrepreneur best known as the founder and longtime CEO of Creative Technology, a pioneering company in PC audio and digital entertainment products.
  • E. Liu Sung-pan
    Liu Sung-pan was a Taiwanese politician who served as a prominent leader in Taiwan’s legislature during the late 20th century.
  • 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_69e0b50c6a848190a4e525a77a319b8a completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e72400911c8190978e88138a9bfaff completed April 21, 2026, 7:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a096dc839c88190be097464d8a641b3 completed May 17, 2026, 7:27 a.m.
NEDg Description generation batch_6a096e90901081909f96dcf0a7acb6cd completed May 17, 2026, 7:30 a.m.
NED2 Entity disambiguation (via description) batch_6a096f0ce3bc8190a5a82d718a898e13 completed May 17, 2026, 7:32 a.m.
Created at: April 16, 2026, 2:58 p.m.