Triple

T15644889
Position Surface form Disambiguated ID Type / Status
Subject Civil Service Protection and Training Commission E376152 entity
Predicate collaboratesWith P37 FINISHED
Object Local governments in Taiwan
Local governments in Taiwan are regional administrative authorities responsible for providing public services, implementing national policies, and managing local affairs across the island’s counties, cities, and special municipalities.
E1167599 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: Local governments in Taiwan | Statement: [Civil Service Protection and Training Commission, collaboratesWith, Local governments in Taiwan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Local governments in Taiwan
Context triple: [Civil Service Protection and Training Commission, collaboratesWith, Local governments in Taiwan]
  • A. Taiwan Provincial Government
    The Taiwan Provincial Government is the former provincial-level administrative body that once governed Taiwan Province under the Republic of China before most of its functions were streamlined and effectively transferred to the central government.
  • B. Government of Taiwan
    The Government of Taiwan is the central political authority of the Republic of China, administering the island of Taiwan and its outlying territories through democratic institutions and a multi-party system.
  • C. Tainan City Government
    Tainan City Government is the local administrative authority responsible for governing Tainan, one of Taiwan’s oldest and historically most significant cities.
  • D. Local Government Act of the Republic of China (Taiwan)
    The Local Government Act of the Republic of China (Taiwan) is a fundamental law that structures and regulates the organization, powers, and elections of local governments and their officials across Taiwan.
  • E. Taipei City Government
    The Taipei City Government is the municipal authority responsible for administering and providing public services for Taiwan’s capital city, Taipei.
  • 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: Local governments in Taiwan
Triple: [Civil Service Protection and Training Commission, collaboratesWith, Local governments in Taiwan]
Generated description
Local governments in Taiwan are regional administrative authorities responsible for providing public services, implementing national policies, and managing local affairs across the island’s counties, cities, and special municipalities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Local governments in Taiwan
Target entity description: Local governments in Taiwan are regional administrative authorities responsible for providing public services, implementing national policies, and managing local affairs across the island’s counties, cities, and special municipalities.
  • A. Taiwan Provincial Government
    The Taiwan Provincial Government is the former provincial-level administrative body that once governed Taiwan Province under the Republic of China before most of its functions were streamlined and effectively transferred to the central government.
  • B. Government of Taiwan
    The Government of Taiwan is the central political authority of the Republic of China, administering the island of Taiwan and its outlying territories through democratic institutions and a multi-party system.
  • C. Tainan City Government
    Tainan City Government is the local administrative authority responsible for governing Tainan, one of Taiwan’s oldest and historically most significant cities.
  • D. Local Government Act of the Republic of China (Taiwan)
    The Local Government Act of the Republic of China (Taiwan) is a fundamental law that structures and regulates the organization, powers, and elections of local governments and their officials across Taiwan.
  • E. Taipei City Government
    The Taipei City Government is the municipal authority responsible for administering and providing public services for Taiwan’s capital city, Taipei.
  • 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_69d85cd1564c8190991adda63bfab4b0 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ed400ec8190a14a9f7cf3092865 completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f4e558481909a39fdc5d104994a completed May 9, 2026, 4:22 p.m.
NEDg Description generation batch_69ff5ffaefb4819094468ff0008740f8 completed May 9, 2026, 4:25 p.m.
NED2 Entity disambiguation (via description) batch_69ff6062f0ac819081270f270ce2f057 completed May 9, 2026, 4:27 p.m.
Created at: April 10, 2026, 4:15 a.m.