Triple

T6913585
Position Surface form Disambiguated ID Type / Status
Subject Taoyuan City Government E159993 entity
Predicate hasSubdivision P747 FINISHED
Object Department of Environmental Protection of Taoyuan City Government
The Department of Environmental Protection of Taoyuan City Government is the municipal agency responsible for formulating and enforcing environmental policies, pollution control, and ecological conservation within Taoyuan City, Taiwan.
 E159993 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 Environmental Protection of Taoyuan City Government | Statement: [Taoyuan City Government, hasSubdivision, Department of Environmental Protection of Taoyuan City Government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Department of Environmental Protection of Taoyuan City Government
Context triple: [Taoyuan City Government, hasSubdivision, Department of Environmental Protection of Taoyuan City Government]
  • A. Taoyuan City Government
    Taoyuan City Government is the local administrative authority responsible for governing Taoyuan City, a major municipality in northwestern Taiwan.
  • B. New Taipei City Government
    New Taipei City Government is the municipal authority responsible for administering and providing public services for New Taipei City, Taiwan’s most populous municipality.
  • C. Taipei City Government
    The Taipei City Government is the municipal authority responsible for administering and providing public services for Taiwan’s capital city, Taipei.
  • D. Taitung County Government
    Taitung County Government is the local administrative authority responsible for governing and providing public services in Taitung County, Taiwan.
  • E. North District, Tainan
    North District is a central urban district of Tainan, Taiwan, known for its dense residential neighborhoods, traditional markets, and cultural and educational institutions.
  • 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 Environmental Protection of Taoyuan City Government
Triple: [Taoyuan City Government, hasSubdivision, Department of Environmental Protection of Taoyuan City Government]
Generated description
The Department of Environmental Protection of Taoyuan City Government is the municipal agency responsible for formulating and enforcing environmental policies, pollution control, and ecological conservation within Taoyuan City, Taiwan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Department of Environmental Protection of Taoyuan City Government
Target entity description: The Department of Environmental Protection of Taoyuan City Government is the municipal agency responsible for formulating and enforcing environmental policies, pollution control, and ecological conservation within Taoyuan City, Taiwan.
  • A. Taoyuan City Government chosen
    Taoyuan City Government is the local administrative authority responsible for governing Taoyuan City, a major municipality in northwestern Taiwan.
  • B. New Taipei City Government
    New Taipei City Government is the municipal authority responsible for administering and providing public services for New Taipei City, Taiwan’s most populous municipality.
  • C. Taipei City Government
    The Taipei City Government is the municipal authority responsible for administering and providing public services for Taiwan’s capital city, Taipei.
  • D. Taitung County Government
    Taitung County Government is the local administrative authority responsible for governing and providing public services in Taitung County, Taiwan.
  • E. North District, Tainan
    North District is a central urban district of Tainan, Taiwan, known for its dense residential neighborhoods, traditional markets, and cultural and educational institutions.
  • F. None of above.

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_69c6883ab1008190a07129ff06f625d9 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d9dbca6c819091d8b65e54ada5d9 completed March 27, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7491116448190b9945e5a53056cb9 completed March 28, 2026, 3:20 a.m.
NEDg Description generation batch_69c74b46838c8190b5418d8f02f9aee1 completed March 28, 2026, 3:30 a.m.
NED2 Entity disambiguation (via description) batch_69c74d297b5881909b171d0a82adf173 completed March 28, 2026, 3:38 a.m.
Created at: March 27, 2026, 2:25 p.m.