Triple

T8111856
Position Surface form Disambiguated ID Type / Status
Subject Chiang E189372 entity
Predicate notableBearer P458 FINISHED
Object Chiang Hsiao-yen
Chiang Hsiao-yen is a Taiwanese politician and diplomat, also known as John Chiang, who has served in prominent government positions including foreign minister and vice premier.
E738188 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-yen | Statement: [Chiang, notableBearer, Chiang Hsiao-yen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chiang Hsiao-yen
Context triple: [Chiang, notableBearer, Chiang Hsiao-yen]
  • A. 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.
  • B. Chiang Hsiao-yung
    Chiang Hsiao-yung was a member of Taiwan’s influential Chiang family and a son of former President Chiang Ching-kuo.
  • C. Chiang Chi-chen
    Chiang Chi-chen is a Taiwanese politician best known for serving as chairman of the Kuomintang (KMT) and as a legislator in Taiwan’s Legislative Yuan.
  • D. 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.
  • E. 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.
  • 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-yen
Triple: [Chiang, notableBearer, Chiang Hsiao-yen]
Generated description
Chiang Hsiao-yen is a Taiwanese politician and diplomat, also known as John Chiang, who has served in prominent government positions including foreign minister and vice premier.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chiang Hsiao-yen
Target entity description: Chiang Hsiao-yen is a Taiwanese politician and diplomat, also known as John Chiang, who has served in prominent government positions including foreign minister and vice premier.
  • A. 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.
  • B. Chiang Hsiao-yung
    Chiang Hsiao-yung was a member of Taiwan’s influential Chiang family and a son of former President Chiang Ching-kuo.
  • C. Chiang Chi-chen
    Chiang Chi-chen is a Taiwanese politician best known for serving as chairman of the Kuomintang (KMT) and as a legislator in Taiwan’s Legislative Yuan.
  • D. 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.
  • E. 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.
  • 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_69ca82b9d5848190a24672775d5c5011 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb432bcb648190b5ddbcc2a3dbc9b1 completed March 31, 2026, 3:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce4d5b80b48190909ca7775fda2ed9 completed April 2, 2026, 11:04 a.m.
NEDg Description generation batch_69ce4f556a408190b404481a32b2457b completed April 2, 2026, 11:13 a.m.
NED2 Entity disambiguation (via description) batch_69ce503737a4819083ebf9f410eac826 completed April 2, 2026, 11:17 a.m.
Created at: March 30, 2026, 5:32 p.m.