Triple

T15644887
Position Surface form Disambiguated ID Type / Status
Subject Civil Service Protection and Training Commission E376152 entity
Predicate collaboratesWith P37 FINISHED
Object Directorate-General of Personnel Administration, Executive Yuan
The Directorate-General of Personnel Administration, Executive Yuan is Taiwan’s central government agency responsible for formulating and overseeing civil service and human resources policies across the public sector.
E1167597 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: Directorate-General of Personnel Administration, Executive Yuan | Statement: [Civil Service Protection and Training Commission, collaboratesWith, Directorate-General of Personnel Administration, Executive Yuan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Directorate-General of Personnel Administration, Executive Yuan
Context triple: [Civil Service Protection and Training Commission, collaboratesWith, Directorate-General of Personnel Administration, Executive Yuan]
  • A. Ministry of Personnel
    The Ministry of Personnel was an imperial Chinese government department responsible for managing civil appointments, promotions, evaluations, and dismissals of officials within the bureaucracy.
  • B. Presidential Civil Service and Personnel Directorate
    The Presidential Civil Service and Personnel Directorate is a key department within the Russian Presidential Administration responsible for managing civil service policy, appointments, and personnel affairs for federal officials.
  • C. Directorate General of Administration
    The Directorate General of Administration is the administrative body within the Council of Europe responsible for managing its internal services, resources, and support functions.
  • D. Executive Yuan
    The Executive Yuan is the executive branch and cabinet of the government of the Republic of China (Taiwan), responsible for implementing laws and overseeing national administration.
  • E. Ministry of the Interior of Taiwan
    The Ministry of the Interior of Taiwan is the central government agency responsible for domestic affairs, including local administration, public security, civil registration, land administration, and disaster prevention in Taiwan.
  • 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: Directorate-General of Personnel Administration, Executive Yuan
Triple: [Civil Service Protection and Training Commission, collaboratesWith, Directorate-General of Personnel Administration, Executive Yuan]
Generated description
The Directorate-General of Personnel Administration, Executive Yuan is Taiwan’s central government agency responsible for formulating and overseeing civil service and human resources policies across the public sector.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Directorate-General of Personnel Administration, Executive Yuan
Target entity description: The Directorate-General of Personnel Administration, Executive Yuan is Taiwan’s central government agency responsible for formulating and overseeing civil service and human resources policies across the public sector.
  • A. Ministry of Personnel
    The Ministry of Personnel was an imperial Chinese government department responsible for managing civil appointments, promotions, evaluations, and dismissals of officials within the bureaucracy.
  • B. Presidential Civil Service and Personnel Directorate
    The Presidential Civil Service and Personnel Directorate is a key department within the Russian Presidential Administration responsible for managing civil service policy, appointments, and personnel affairs for federal officials.
  • C. Directorate General of Administration
    The Directorate General of Administration is the administrative body within the Council of Europe responsible for managing its internal services, resources, and support functions.
  • D. Executive Yuan
    The Executive Yuan is the executive branch and cabinet of the government of the Republic of China (Taiwan), responsible for implementing laws and overseeing national administration.
  • E. Ministry of the Interior of Taiwan
    The Ministry of the Interior of Taiwan is the central government agency responsible for domestic affairs, including local administration, public security, civil registration, land administration, and disaster prevention in Taiwan.
  • 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.