Triple

T7991072
Position Surface form Disambiguated ID Type / Status
Subject Hung Hsiu-chu E186005 entity
Predicate associatedWith P37 FINISHED
Object Republic of China presidential elections
The Republic of China presidential elections are Taiwan’s nationwide democratic contests held every four years to choose the president and vice president who lead the country’s executive branch.
E702885 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: Republic of China presidential elections | Statement: [Hung Hsiu-chu, associatedWith, Republic of China presidential elections]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Republic of China presidential elections
Context triple: [Hung Hsiu-chu, associatedWith, Republic of China presidential elections]
  • A. Taiwanese 1996 presidential election
    The Taiwanese 1996 presidential election was Taiwan’s first direct presidential vote, marking a major step in its democratization and heightening cross-strait tensions with China.
  • B. 2000 Taiwanese presidential election
    The 2000 Taiwanese presidential election was a landmark vote in which opposition leader Chen Shui-bian won the presidency, ending more than five decades of Kuomintang rule and marking Taiwan’s first peaceful transfer of power.
  • C. 2004 Taiwanese presidential election
    The 2004 Taiwanese presidential election was a closely contested and controversial race in which incumbent President Chen Shui-bian narrowly defeated opposition leader Lien Chan, leading to political turmoil and mass protests over alleged voting irregularities.
  • D. South Korean legislative elections
    South Korean legislative elections are nationwide polls held to choose members of the National Assembly, shaping the country’s legislative agenda and political balance of power.
  • E. United States presidential election
    The United States presidential election is the nationwide process held every four years in which American voters choose the president and vice president through a combination of popular voting and an indirect Electoral College system.
  • 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: Republic of China presidential elections
Triple: [Hung Hsiu-chu, associatedWith, Republic of China presidential elections]
Generated description
The Republic of China presidential elections are Taiwan’s nationwide democratic contests held every four years to choose the president and vice president who lead the country’s executive branch.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Republic of China presidential elections
Target entity description: The Republic of China presidential elections are Taiwan’s nationwide democratic contests held every four years to choose the president and vice president who lead the country’s executive branch.
  • A. Taiwanese 1996 presidential election
    The Taiwanese 1996 presidential election was Taiwan’s first direct presidential vote, marking a major step in its democratization and heightening cross-strait tensions with China.
  • B. 2000 Taiwanese presidential election
    The 2000 Taiwanese presidential election was a landmark vote in which opposition leader Chen Shui-bian won the presidency, ending more than five decades of Kuomintang rule and marking Taiwan’s first peaceful transfer of power.
  • C. 2004 Taiwanese presidential election
    The 2004 Taiwanese presidential election was a closely contested and controversial race in which incumbent President Chen Shui-bian narrowly defeated opposition leader Lien Chan, leading to political turmoil and mass protests over alleged voting irregularities.
  • D. South Korean legislative elections
    South Korean legislative elections are nationwide polls held to choose members of the National Assembly, shaping the country’s legislative agenda and political balance of power.
  • E. United States presidential election
    The United States presidential election is the nationwide process held every four years in which American voters choose the president and vice president through a combination of popular voting and an indirect Electoral College system.
  • 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_69ca829c6c308190ab05b43d234c52b2 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3c6fc19c8190b98023e257c2f4f2 completed March 31, 2026, 3:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe0f5c22881908044a178d670684c completed March 31, 2026, 2:57 p.m.
NEDg Description generation batch_69cbe43f883081908768a7314409b622 completed March 31, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69cc34c6cf6881909b28a0b6882b518d completed March 31, 2026, 8:55 p.m.
Created at: March 30, 2026, 5:16 p.m.