Triple
T18794925
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shenzhen Huangtian Airport |
E459606
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Huangtian area of Shenzhen
The Huangtian area of Shenzhen is a district in the city’s Bao’an region known primarily as the location that gave its name to Shenzhen Huangtian Airport, the predecessor of Shenzhen Bao’an International Airport.
|
E496419
|
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: Huangtian area of Shenzhen | Statement: [Shenzhen Huangtian Airport, namedAfter, Huangtian area of Shenzhen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Huangtian area of Shenzhen Context triple: [Shenzhen Huangtian Airport, namedAfter, Huangtian area of 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.
Nanshan District, Shenzhen
Nanshan District, Shenzhen is a major urban district in Shenzhen, China, known as a technology and innovation hub that hosts the headquarters of many leading Chinese tech companies.
-
C.
Dapeng New District, Shenzhen
Dapeng New District, Shenzhen is a coastal administrative district in eastern Shenzhen known for its scenic beaches, ecological reserves, and historic Dapeng Fortress.
-
D.
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.
-
E.
Bao’an District, Shenzhen
Bao’an District, Shenzhen is a major urban district in the northwest of Shenzhen, China, known for its extensive manufacturing base, dense population, and role as a key hub in the Pearl River Delta economic region.
- 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: Huangtian area of Shenzhen Triple: [Shenzhen Huangtian Airport, namedAfter, Huangtian area of Shenzhen]
Generated description
The Huangtian area of Shenzhen is a district in the city’s Bao’an region known primarily as the location that gave its name to Shenzhen Huangtian Airport, the predecessor of Shenzhen Bao’an International Airport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Huangtian area of Shenzhen Target entity description: The Huangtian area of Shenzhen is a district in the city’s Bao’an region known primarily as the location that gave its name to Shenzhen Huangtian Airport, the predecessor of Shenzhen Bao’an International Airport.
-
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.
Nanshan District, Shenzhen
Nanshan District, Shenzhen is a major urban district in Shenzhen, China, known as a technology and innovation hub that hosts the headquarters of many leading Chinese tech companies.
-
C.
Dapeng New District, Shenzhen
Dapeng New District, Shenzhen is a coastal administrative district in eastern Shenzhen known for its scenic beaches, ecological reserves, and historic Dapeng Fortress.
-
D.
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.
-
E.
Bao’an District, Shenzhen
chosen
Bao’an District, Shenzhen is a major urban district in the northwest of Shenzhen, China, known for its extensive manufacturing base, dense population, and role as a key hub in the Pearl River Delta economic region.
- 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_69d8d396f54c8190ba49db31e8743842 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5a01dbb308190bbbbd5a18e26451e |
completed | April 20, 2026, 3:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05829f3aa08190ba7382363692bbdc |
completed | May 14, 2026, 8:06 a.m. |
| NEDg | Description generation | batch_6a05864be4e4819097f82ae9205a4e3b |
completed | May 14, 2026, 8:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05868cc40481908ba1edbfc218b1f6 |
completed | May 14, 2026, 8:23 a.m. |
Created at: April 10, 2026, 11:53 a.m.