Triple

T15476128
Position Surface form Disambiguated ID Type / Status
Subject Ministry of the Interior of Taiwan E376784 entity
Predicate oversees P46 FINISHED
Object Department of Civil Service Ethics
The Department of Civil Service Ethics is a Taiwanese government agency responsible for promoting integrity, preventing corruption, and enforcing ethical standards within the civil service system.
E1159358 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: Department of Civil Service Ethics | Statement: [Ministry of the Interior of Taiwan, oversees, Department of Civil Service Ethics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Civil Service Ethics
Context triple: [Ministry of the Interior of Taiwan, oversees, Department of Civil Service Ethics]
  • A. U.S. Office of Government Ethics
    The U.S. Office of Government Ethics is an independent federal agency responsible for preventing and resolving conflicts of interest in the executive branch of the U.S. government.
  • B. Civil Service Bureau
    The Civil Service Bureau is a principal policy bureau of the Hong Kong SAR responsible for managing and formulating policies on the civil service, including recruitment, conditions of service, and human resource management for government employees.
  • C. Office of Integrity and Oversight
    The Office of Integrity and Oversight is a governmental unit responsible for promoting accountability, ethical conduct, and effective oversight within the District of Columbia’s financial operations.
  • D. Committee on Ethics and Government Oversight
    The Committee on Ethics and Government Oversight is a Chicago City Council body responsible for reviewing, monitoring, and proposing legislation related to ethical conduct, transparency, and accountability in city government.
  • E. Office of Anticorruption and Integrity
    The Office of Anticorruption and Integrity is the Asian Development Bank’s specialized unit responsible for preventing, investigating, and addressing fraud and corruption in its operations and projects.
  • 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: Department of Civil Service Ethics
Triple: [Ministry of the Interior of Taiwan, oversees, Department of Civil Service Ethics]
Generated description
The Department of Civil Service Ethics is a Taiwanese government agency responsible for promoting integrity, preventing corruption, and enforcing ethical standards within the civil service system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Civil Service Ethics
Target entity description: The Department of Civil Service Ethics is a Taiwanese government agency responsible for promoting integrity, preventing corruption, and enforcing ethical standards within the civil service system.
  • A. U.S. Office of Government Ethics
    The U.S. Office of Government Ethics is an independent federal agency responsible for preventing and resolving conflicts of interest in the executive branch of the U.S. government.
  • B. Civil Service Bureau
    The Civil Service Bureau is a principal policy bureau of the Hong Kong SAR responsible for managing and formulating policies on the civil service, including recruitment, conditions of service, and human resource management for government employees.
  • C. Office of Integrity and Oversight
    The Office of Integrity and Oversight is a governmental unit responsible for promoting accountability, ethical conduct, and effective oversight within the District of Columbia’s financial operations.
  • D. Committee on Ethics and Government Oversight
    The Committee on Ethics and Government Oversight is a Chicago City Council body responsible for reviewing, monitoring, and proposing legislation related to ethical conduct, transparency, and accountability in city government.
  • E. Office of Anticorruption and Integrity
    The Office of Anticorruption and Integrity is the Asian Development Bank’s specialized unit responsible for preventing, investigating, and addressing fraud and corruption in its operations and projects.
  • 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_69d85cd21dcc81908646251b1c26ea00 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f88a5dc8190a2d7830748e29180 completed April 16, 2026, 1:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff2d093ccc8190aefc355a837c83f4 completed May 9, 2026, 12:48 p.m.
NEDg Description generation batch_69ff3015ee2c8190ad2c28cd2850d903 completed May 9, 2026, 1:01 p.m.
NED2 Entity disambiguation (via description) batch_69ff30ed9a5481909cefad0ef877a2e9 completed May 9, 2026, 1:04 p.m.
Created at: April 10, 2026, 3:34 a.m.