Triple

T8404621
Position Surface form Disambiguated ID Type / Status
Subject Chiang Hsiao-wen E198463 entity
Predicate mother P120 FINISHED
Object Chang Ya-juo
Chang Ya-juo was a Taiwanese woman known primarily as the partner of Chiang Ching-kuo and the mother of his son Chiang Hsiao-wen.
 E748245 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: Chang Ya-juo | Statement: [Chiang Hsiao-wen, mother, Chang Ya-juo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chang Ya-juo
Context triple: [Chiang Hsiao-wen, mother, Chang Ya-juo]
  • A. Kao Hsiao-yuan
    Kao Hsiao-yuan is a notable individual who bears the Chinese surname Kao and is recognized for achievements significant enough to be distinctly recorded.
  • B. Wu Mei-ju
    Wu Mei-ju is a Taiwanese public figure who served as First Lady of the Republic of China (Taiwan), accompanying and supporting the presidency through official and ceremonial duties.
  • C. Tan Chingfen
    Tan Chingfen is a philanthropist whose major charitable contributions led to a prominent naming recognition at the University of Massachusetts Chan Medical School.
  • D. Jiang Yi-huah
    Jiang Yi-huah is a Taiwanese political scientist and politician who served as Premier of the Republic of China (Taiwan) in the early 2010s.
  • E. Chang Chun-hsiung
    Chang Chun-hsiung is a Taiwanese politician and lawyer who twice served as premier and was a prominent member of the Democratic Progressive Party.
  • 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: Chang Ya-juo
Triple: [Chiang Hsiao-wen, mother, Chang Ya-juo]
Generated description
Chang Ya-juo was a Taiwanese woman known primarily as the partner of Chiang Ching-kuo and the mother of his son Chiang Hsiao-wen.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chang Ya-juo
Target entity description: Chang Ya-juo was a Taiwanese woman known primarily as the partner of Chiang Ching-kuo and the mother of his son Chiang Hsiao-wen.
  • A. Kao Hsiao-yuan
    Kao Hsiao-yuan is a notable individual who bears the Chinese surname Kao and is recognized for achievements significant enough to be distinctly recorded.
  • B. Wu Mei-ju
    Wu Mei-ju is a Taiwanese public figure who served as First Lady of the Republic of China (Taiwan), accompanying and supporting the presidency through official and ceremonial duties.
  • C. Tan Chingfen
    Tan Chingfen is a philanthropist whose major charitable contributions led to a prominent naming recognition at the University of Massachusetts Chan Medical School.
  • D. Jiang Yi-huah
    Jiang Yi-huah is a Taiwanese political scientist and politician who served as Premier of the Republic of China (Taiwan) in the early 2010s.
  • E. Chang Chun-hsiung
    Chang Chun-hsiung is a Taiwanese politician and lawyer who twice served as premier and was a prominent member of the Democratic Progressive Party.
  • 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_69ca8310df9c8190b25f16161cca3e41 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb83116bf48190894bd5d5465520ef completed March 31, 2026, 8:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69cecc3c0d508190bc0c7bd89f040967 completed April 2, 2026, 8:06 p.m.
NEDg Description generation batch_69cece14193081909e7b36f5b5b7da40 completed April 2, 2026, 8:14 p.m.
NED2 Entity disambiguation (via description) batch_69cecee1db28819095f704b96b8c6d2a completed April 2, 2026, 8:17 p.m.
Created at: March 30, 2026, 6:05 p.m.