Triple
T9656338
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University Town Campus |
E233460
|
entity |
| Predicate | cityDistrict |
P2709
|
FINISHED |
| Object | Panyu District, Guangzhou |
E209137
|
NE FINISHED |
How this triple was built (2 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: Panyu District, Guangzhou | Statement: [University Town Campus, cityDistrict, Panyu District, Guangzhou]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Panyu District, Guangzhou Context triple: [University Town Campus, cityDistrict, Panyu District, Guangzhou]
-
A.
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.
-
B.
Panyu District
chosen
Panyu District is a major urban district in the southern part of Guangzhou, China, known for its rapid development, transportation hubs, and mix of industrial, residential, and commercial areas.
-
C.
Baiyun District
Baiyun District is a major urban district of Guangzhou, China, known for hosting the city’s primary international airport and serving as a key transportation and industrial hub.
-
D.
Gaoming District
Gaoming District is an administrative district of the city of Foshan in Guangdong Province, China, known for its mix of urban development and manufacturing-based economy.
-
E.
Tianhe District
Tianhe District is a major urban and commercial hub of Guangzhou, China, known for its skyscrapers, shopping centers, and the city’s central business district.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca848c1ba88190b84b410cd14627fc |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9bdd5c0c8190a6c82a1609454d1b |
completed | April 1, 2026, 10:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d32a3c9c6881908757c63a0ccdc54e |
completed | April 6, 2026, 3:36 a.m. |
Created at: March 30, 2026, 8:14 p.m.