Triple
T847064
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shenzhen |
E18299
|
entity |
| Predicate | hasDistrict |
P459
|
FINISHED |
| Object |
Longgang District
Longgang District is a major suburban and industrial district in the eastern part of Shenzhen, China, known for its rapid urban development and manufacturing base.
|
E115506
|
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 | Statement: [Shenzhen, hasDistrict, Longgang District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Longgang District Context triple: [Shenzhen, hasDistrict, Longgang District]
-
A.
Nanshan District
Nanshan District is a major urban district of Shenzhen, China, known as a key technology and innovation hub that hosts many leading tech companies and research institutions.
-
B.
Xicheng District
Xicheng District is a central urban district of Beijing, China, known for its historic sites, government institutions, and cultural landmarks.
-
C.
Futian District
Futian District is a central urban district of Shenzhen, China, known as a major commercial, administrative, and financial hub that hosts the city government and the Shenzhen Central Business District.
-
D.
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.
-
E.
Putuo District
Putuo District is an urban district in the northwest of central Shanghai, known for its dense residential neighborhoods, commercial centers, and convenient transportation links.
- 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 Triple: [Shenzhen, hasDistrict, Longgang District]
Generated description
Longgang District is a major suburban and industrial district in the eastern part of Shenzhen, China, known for its rapid urban development and manufacturing base.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Longgang District Target entity description: Longgang District is a major suburban and industrial district in the eastern part of Shenzhen, China, known for its rapid urban development and manufacturing base.
-
A.
Nanshan District
Nanshan District is a major urban district of Shenzhen, China, known as a key technology and innovation hub that hosts many leading tech companies and research institutions.
-
B.
Xicheng District
Xicheng District is a central urban district of Beijing, China, known for its historic sites, government institutions, and cultural landmarks.
-
C.
Futian District
Futian District is a central urban district of Shenzhen, China, known as a major commercial, administrative, and financial hub that hosts the city government and the Shenzhen Central Business District.
-
D.
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.
-
E.
Putuo District
Putuo District is an urban district in the northwest of central Shanghai, known for its dense residential neighborhoods, commercial centers, and convenient transportation links.
- 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_69a4938b04208190b82e1df6b572c548 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ac0ba6b4819089c15ed7e1765502 |
completed | March 1, 2026, 9:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac1ccf52988190b2bf6f5af9078ba7 |
completed | March 7, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_69ac1d5960408190bf7dd3b8b64709db |
completed | March 7, 2026, 12:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac1dc56f7481909eb1ffb6b24db39f |
completed | March 7, 2026, 12:44 p.m. |
Created at: March 1, 2026, 7:38 p.m.