Triple

T829152
Position Surface form Disambiguated ID Type / Status
Subject Shenzhen Nanshan District E17924 entity
Predicate hasSubdistrict P747 FINISHED
Object Liuxian Subdistrict
Liuxian Subdistrict is an urban administrative division within Nanshan District of Shenzhen, Guangdong Province, China, known for its dense residential communities and proximity to the city’s high-tech and educational hubs.
 E108542 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: Liuxian Subdistrict | Statement: [Shenzhen Nanshan District, hasSubdistrict, Liuxian Subdistrict]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liuxian Subdistrict
Context triple: [Shenzhen Nanshan District, hasSubdistrict, Liuxian Subdistrict]
  • A. Zhaoshang Subdistrict
    Zhaoshang Subdistrict is an urban administrative area within Nanshan District of Shenzhen, known for its role in the city’s coastal development and modern commercial-residential zones.
  • B. 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.
  • C. Yuehai Subdistrict
    Yuehai Subdistrict is an urban administrative area within Nanshan District of Shenzhen, China, known for its concentration of high-tech industries and proximity to major technology parks.
  • D. Xicheng District
    Xicheng District is a central urban district of Beijing, China, known for its historic sites, government institutions, and cultural landmarks.
  • E. Shekou Subdistrict
    Shekou Subdistrict is a coastal urban area in Shenzhen’s Nanshan District known for its port, expatriate community, and role as an early hub of China’s economic reform and opening-up.
  • 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: Liuxian Subdistrict
Triple: [Shenzhen Nanshan District, hasSubdistrict, Liuxian Subdistrict]
Generated description
Liuxian Subdistrict is an urban administrative division within Nanshan District of Shenzhen, Guangdong Province, China, known for its dense residential communities and proximity to the city’s high-tech and educational hubs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liuxian Subdistrict
Target entity description: Liuxian Subdistrict is an urban administrative division within Nanshan District of Shenzhen, Guangdong Province, China, known for its dense residential communities and proximity to the city’s high-tech and educational hubs.
  • A. Zhaoshang Subdistrict
    Zhaoshang Subdistrict is an urban administrative area within Nanshan District of Shenzhen, known for its role in the city’s coastal development and modern commercial-residential zones.
  • B. 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.
  • C. Yuehai Subdistrict
    Yuehai Subdistrict is an urban administrative area within Nanshan District of Shenzhen, China, known for its concentration of high-tech industries and proximity to major technology parks.
  • D. Xicheng District
    Xicheng District is a central urban district of Beijing, China, known for its historic sites, government institutions, and cultural landmarks.
  • E. Shekou Subdistrict
    Shekou Subdistrict is a coastal urban area in Shenzhen’s Nanshan District known for its port, expatriate community, and role as an early hub of China’s economic reform and opening-up.
  • 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_69a4937c9c188190aaa216f6b466f452 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b2b503d48190bd4f33548a22d5fe completed March 1, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7cf51a5608190a739b16078f4dfb0 completed March 4, 2026, 6:21 a.m.
NEDg Description generation batch_69a7d04b92188190bf04dddab69c6e6e completed March 4, 2026, 6:25 a.m.
NED2 Entity disambiguation (via description) batch_69a7d11309bc8190a2f02e9b2e0ec531 completed March 4, 2026, 6:28 a.m.
Created at: March 1, 2026, 7:38 p.m.