Triple

T4321419
Position Surface form Disambiguated ID Type / Status
Subject Nanshan District People’s Government E96523 entity
Predicate hasDivision P35 FINISHED
Object ecology and environment department of Nanshan District
The ecology and environment department of Nanshan District is a local government agency responsible for environmental protection, pollution control, and ecological conservation within Nanshan District.
E432245 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: ecology and environment department of Nanshan District | Statement: [Nanshan District People’s Government, hasDivision, ecology and environment department of Nanshan District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ecology and environment department of Nanshan District
Context triple: [Nanshan District People’s Government, hasDivision, ecology and environment department of Nanshan District]
  • A. Nanshan District People’s Government
    Nanshan District People’s Government is the local administrative authority responsible for managing public affairs, services, and development in Nanshan District of Shenzhen, China.
  • B. Environment and Ecology Bureau
    The Environment and Ecology Bureau is a policy bureau of the Hong Kong SAR government responsible for environmental protection, conservation, climate policy, and related ecological and sustainability matters.
  • C. Shanghai Municipal Ecology and Environment Bureau
    The Shanghai Municipal Ecology and Environment Bureau is the city-level government agency responsible for formulating and enforcing environmental protection and ecological conservation policies in Shanghai.
  • D. Nanshan Subdistrict
    Nanshan Subdistrict is an urban administrative area within Shenzhen’s Nanshan District, known for its dense development and role in the city’s high-tech and commercial landscape.
  • E. Guangzhou Municipal Ecology and Environment Bureau
    The Guangzhou Municipal Ecology and Environment Bureau is the city-level government agency responsible for formulating and enforcing environmental protection and ecological conservation policies in Guangzhou, China.
  • 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: ecology and environment department of Nanshan District
Triple: [Nanshan District People’s Government, hasDivision, ecology and environment department of Nanshan District]
Generated description
The ecology and environment department of Nanshan District is a local government agency responsible for environmental protection, pollution control, and ecological conservation within Nanshan District.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ecology and environment department of Nanshan District
Target entity description: The ecology and environment department of Nanshan District is a local government agency responsible for environmental protection, pollution control, and ecological conservation within Nanshan District.
  • A. Nanshan District People’s Government
    Nanshan District People’s Government is the local administrative authority responsible for managing public affairs, services, and development in Nanshan District of Shenzhen, China.
  • B. Environment and Ecology Bureau
    The Environment and Ecology Bureau is a policy bureau of the Hong Kong SAR government responsible for environmental protection, conservation, climate policy, and related ecological and sustainability matters.
  • C. Shanghai Municipal Ecology and Environment Bureau
    The Shanghai Municipal Ecology and Environment Bureau is the city-level government agency responsible for formulating and enforcing environmental protection and ecological conservation policies in Shanghai.
  • D. Nanshan Subdistrict
    Nanshan Subdistrict is an urban administrative area within Shenzhen’s Nanshan District, known for its dense development and role in the city’s high-tech and commercial landscape.
  • E. Guangzhou Municipal Ecology and Environment Bureau
    The Guangzhou Municipal Ecology and Environment Bureau is the city-level government agency responsible for formulating and enforcing environmental protection and ecological conservation policies in Guangzhou, China.
  • 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_69b345422aac81909ddbadae437d122e completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3511608dc8190afe912aa605ecace completed March 12, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d08d70408190aca5793a480cf54f completed March 14, 2026, 9:18 p.m.
NEDg Description generation batch_69b5d4607a688190a3a7352579ea5ee7 completed March 14, 2026, 9:34 p.m.
NED2 Entity disambiguation (via description) batch_69b5d51068dc819099ac28361188dcc4 completed March 14, 2026, 9:37 p.m.
Created at: March 12, 2026, 11:12 p.m.