Triple

T1516377
Position Surface form Disambiguated ID Type / Status
Subject Chiang Ching-kuo E32128 entity
Predicate child P120 FINISHED
Object Chiang Hsiao-chang
Chiang Hsiao-chang is a Taiwanese figure best known as the daughter of former Republic of China President Chiang Ching-kuo and a member of the influential Chiang political family.
E204068 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: Chiang Hsiao-chang | Statement: [Chiang Ching-kuo, child, Chiang Hsiao-chang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chiang Hsiao-chang
Context triple: [Chiang Ching-kuo, child, Chiang Hsiao-chang]
  • A. Chiang Chieh-shih
    Chiang Chieh-shih is the birth name of Chiang Kai-shek, the influential 20th-century Chinese political and military leader who headed the Republic of China.
  • B. Chiang Hsiao-wen
    Chiang Hsiao-wen was the eldest son of former Republic of China President Chiang Ching-kuo and a member of Taiwan’s influential Chiang political family.
  • C. Hsu Yung-chang
    Hsu Yung-chang was a Chinese military representative who took part in formalizing Japan’s World War II surrender by signing the Japanese Instrument of Surrender.
  • D. Chen Cheng
    Chen Cheng was a prominent Chinese military leader and politician who played key roles in the Nationalist government and later served as Premier and Vice President of the Republic of China in Taiwan.
  • E. Chiang Wei-kuo
    Chiang Wei-kuo was a Chinese military officer and the adopted son of Chiang Kai-shek, noted for his service in both the German Wehrmacht during World War II and later in Taiwan’s armed forces.
  • 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: Chiang Hsiao-chang
Triple: [Chiang Ching-kuo, child, Chiang Hsiao-chang]
Generated description
Chiang Hsiao-chang is a Taiwanese figure best known as the daughter of former Republic of China President Chiang Ching-kuo and a member of the influential Chiang political family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chiang Hsiao-chang
Target entity description: Chiang Hsiao-chang is a Taiwanese figure best known as the daughter of former Republic of China President Chiang Ching-kuo and a member of the influential Chiang political family.
  • A. Chiang Chieh-shih
    Chiang Chieh-shih is the birth name of Chiang Kai-shek, the influential 20th-century Chinese political and military leader who headed the Republic of China.
  • B. Chiang Hsiao-wen
    Chiang Hsiao-wen was the eldest son of former Republic of China President Chiang Ching-kuo and a member of Taiwan’s influential Chiang political family.
  • C. Hsu Yung-chang
    Hsu Yung-chang was a Chinese military representative who took part in formalizing Japan’s World War II surrender by signing the Japanese Instrument of Surrender.
  • D. Chen Cheng
    Chen Cheng was a prominent Chinese military leader and politician who played key roles in the Nationalist government and later served as Premier and Vice President of the Republic of China in Taiwan.
  • E. Chiang Wei-kuo
    Chiang Wei-kuo was a Chinese military officer and the adopted son of Chiang Kai-shek, noted for his service in both the German Wehrmacht during World War II and later in Taiwan’s armed forces.
  • 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_69a885e8caf88190a5fbb6159ce87786 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa61f688148190bcc7c14372ce5bd1 completed March 6, 2026, 5:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69adbf3d408881909688667be4a32931 completed March 8, 2026, 6:26 p.m.
NEDg Description generation batch_69adc1942da4819081fdcb4cc4b5f9f2 completed March 8, 2026, 6:36 p.m.
NED2 Entity disambiguation (via description) batch_69adc225e1ec8190adbc075f44b82419 completed March 8, 2026, 6:38 p.m.
Created at: March 4, 2026, 7:26 p.m.