Triple

T4909666
Position Surface form Disambiguated ID Type / Status
Subject Bao’an E110200 entity
Predicate historicallyEncompassed P59380 FINISHED
Object Longgang District, Shenzhen
Longgang District, Shenzhen is a major suburban district in northeastern Shenzhen, China, known for its large population, extensive industrial parks, and rapid urban development.
E486466 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: Longgang District, Shenzhen | Statement: [Bao’an, historicallyEncompassed, Longgang District, Shenzhen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Longgang District, Shenzhen
Context triple: [Bao’an, historicallyEncompassed, Longgang District, Shenzhen]
  • A. Futian District, Shenzhen
    Futian District, Shenzhen is a central urban district of Shenzhen, China, known as the city’s main administrative, commercial, and financial hub.
  • B. Luohu District, Shenzhen
    Luohu District, Shenzhen is a central urban district of Shenzhen, China, known as one of the city’s earliest developed areas and a major commercial and transportation hub bordering Hong Kong.
  • C. Shenzhen Yantian District (by sea)
    Shenzhen Yantian District (by sea) is a coastal district in eastern Shenzhen, China, known for its major container port and seaside urban areas facing the South China Sea.
  • D. Shenzhen Nanshan District
    Shenzhen Nanshan District is a major urban district of Shenzhen, China, known for its concentration of high-tech industries, universities, and innovation hubs such as Shenzhen High-Tech Industrial Park.
  • E. Shenzhen Baoan District
    Shenzhen Baoan District is a major district in western Shenzhen, China, known for its extensive industrial base, rapid urban development, and role as a key gateway to the city via Shenzhen Bao'an International Airport.
  • 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: Longgang District, Shenzhen
Triple: [Bao’an, historicallyEncompassed, Longgang District, Shenzhen]
Generated description
Longgang District, Shenzhen is a major suburban district in northeastern Shenzhen, China, known for its large population, extensive industrial parks, and rapid urban development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Longgang District, Shenzhen
Target entity description: Longgang District, Shenzhen is a major suburban district in northeastern Shenzhen, China, known for its large population, extensive industrial parks, and rapid urban development.
  • A. Futian District, Shenzhen
    Futian District, Shenzhen is a central urban district of Shenzhen, China, known as the city’s main administrative, commercial, and financial hub.
  • B. Luohu District, Shenzhen
    Luohu District, Shenzhen is a central urban district of Shenzhen, China, known as one of the city’s earliest developed areas and a major commercial and transportation hub bordering Hong Kong.
  • C. Shenzhen Yantian District (by sea)
    Shenzhen Yantian District (by sea) is a coastal district in eastern Shenzhen, China, known for its major container port and seaside urban areas facing the South China Sea.
  • D. Shenzhen Nanshan District
    Shenzhen Nanshan District is a major urban district of Shenzhen, China, known for its concentration of high-tech industries, universities, and innovation hubs such as Shenzhen High-Tech Industrial Park.
  • E. Shenzhen Baoan District
    Shenzhen Baoan District is a major district in western Shenzhen, China, known for its extensive industrial base, rapid urban development, and role as a key gateway to the city via Shenzhen Bao'an International Airport.
  • 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_69bd44132b94819088522d92beaadc78 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd7163789c81909d5c7d0f6756ca58 completed March 20, 2026, 4:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69be92394f048190b6c0c87eea844f56 completed March 21, 2026, 12:42 p.m.
NEDg Description generation batch_69be9466f7908190996e30c7c1e34595 completed March 21, 2026, 12:51 p.m.
NED2 Entity disambiguation (via description) batch_69be94c06bfc81908921472983592d8d completed March 21, 2026, 12:53 p.m.
Created at: March 20, 2026, 1:29 p.m.