Triple

T6791815
Position Surface form Disambiguated ID Type / Status
Subject First Lady of the Republic of China E155948 entity
Predicate titleHeldBy P13335 FINISHED
Object Ho Ching (Taiwan)
Ho Ching is a Taiwanese public figure who served as the First Lady of the Republic of China (Taiwan), playing a prominent ceremonial and social role alongside the president.
E619889 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: Ho Ching (Taiwan) | Statement: [First Lady of the Republic of China, titleHeldBy, Ho Ching (Taiwan)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ho Ching (Taiwan)
Context triple: [First Lady of the Republic of China, titleHeldBy, Ho Ching (Taiwan)]
  • A. Hualien, Taiwan
    Hualien, Taiwan is a coastal city on Taiwan’s east coast known for its proximity to Taroko Gorge, scenic Pacific shoreline, and role as a regional cultural and transportation hub.
  • B. Taito, Taiwan
    Taito is a township in Taitung County, Taiwan, known for its indigenous culture, coastal scenery, and role as a gateway to southeastern Taiwan’s natural attractions.
  • C. Hsinchu, Taiwan
    Hsinchu, Taiwan is a major high-tech city often called Taiwan’s “Silicon Valley,” known for its science park and concentration of semiconductor and electronics companies.
  • D. Chiayi City, Taiwan
    Chiayi City, Taiwan, is a historic city in southwestern Taiwan known as a gateway to Alishan and for its rich cultural heritage and traditional night markets.
  • E. Kwang-Chou-Wan
    Kwang-Chou-Wan was a small leased territory in southern China that served as a French colonial enclave administered as part of French Indochina in the late 19th and early 20th centuries.
  • 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: Ho Ching (Taiwan)
Triple: [First Lady of the Republic of China, titleHeldBy, Ho Ching (Taiwan)]
Generated description
Ho Ching is a Taiwanese public figure who served as the First Lady of the Republic of China (Taiwan), playing a prominent ceremonial and social role alongside the president.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ho Ching (Taiwan)
Target entity description: Ho Ching is a Taiwanese public figure who served as the First Lady of the Republic of China (Taiwan), playing a prominent ceremonial and social role alongside the president.
  • A. Hualien, Taiwan
    Hualien, Taiwan is a coastal city on Taiwan’s east coast known for its proximity to Taroko Gorge, scenic Pacific shoreline, and role as a regional cultural and transportation hub.
  • B. Taito, Taiwan
    Taito is a township in Taitung County, Taiwan, known for its indigenous culture, coastal scenery, and role as a gateway to southeastern Taiwan’s natural attractions.
  • C. Hsinchu, Taiwan
    Hsinchu, Taiwan is a major high-tech city often called Taiwan’s “Silicon Valley,” known for its science park and concentration of semiconductor and electronics companies.
  • D. Chiayi City, Taiwan
    Chiayi City, Taiwan, is a historic city in southwestern Taiwan known as a gateway to Alishan and for its rich cultural heritage and traditional night markets.
  • E. Kwang-Chou-Wan
    Kwang-Chou-Wan was a small leased territory in southern China that served as a French colonial enclave administered as part of French Indochina in the late 19th and early 20th centuries.
  • 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_69c6881770fc8190972b2906390380f5 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d2ae4d1c819089ac6b3abf11a341 completed March 27, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c71a8eaefc819098e848b3012da749 completed March 28, 2026, 12:02 a.m.
NEDg Description generation batch_69c71ba85f608190b372a4dfe2cdc31c completed March 28, 2026, 12:07 a.m.
NED2 Entity disambiguation (via description) batch_69c71c91e08c81908be81efc2087464a completed March 28, 2026, 12:10 a.m.
Created at: March 27, 2026, 2:15 p.m.