Triple
T4909664
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bao’an |
E110200
|
entity |
| Predicate | historicallyEncompassed |
P59380
|
FINISHED |
| Object |
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.
|
E482174
|
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: Luohu District, Shenzhen | Statement: [Bao’an, historicallyEncompassed, Luohu District, Shenzhen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luohu District, Shenzhen Context triple: [Bao’an, historicallyEncompassed, Luohu 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.
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.
-
C.
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.
-
D.
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.
-
E.
Huangpu District, Guangzhou
Huangpu District, Guangzhou is a historic urban district of Guangzhou, China, best known as the site of the influential Whampoa Military Academy and now a key industrial and port area of the city.
- 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: Luohu District, Shenzhen Triple: [Bao’an, historicallyEncompassed, Luohu District, Shenzhen]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luohu District, Shenzhen Target entity description: 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.
-
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.
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.
-
C.
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.
-
D.
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.
-
E.
Huangpu District, Guangzhou
Huangpu District, Guangzhou is a historic urban district of Guangzhou, China, best known as the site of the influential Whampoa Military Academy and now a key industrial and port area of the city.
- 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_69be81bc9fe08190a76265d453e98f49 |
completed | March 21, 2026, 11:32 a.m. |
| NEDg | Description generation | batch_69be83006dac819093e3becdbc1c2925 |
completed | March 21, 2026, 11:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be83614a508190b870e857436cbed2 |
completed | March 21, 2026, 11:39 a.m. |
Created at: March 20, 2026, 1:29 p.m.