Triple
T16542509
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swire Properties |
E401853
|
entity |
| Predicate | notableProject |
P4
|
FINISHED |
| Object |
Taikoo Hui, Guangzhou
Taikoo Hui, Guangzhou is a large-scale mixed-use commercial complex in Guangzhou, China, featuring high-end retail, office towers, a hotel, and cultural facilities.
|
E1219948
|
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: Taikoo Hui, Guangzhou | Statement: [Swire Properties, notableProject, Taikoo Hui, Guangzhou]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taikoo Hui, Guangzhou Context triple: [Swire Properties, notableProject, Taikoo Hui, Guangzhou]
-
A.
Zhujiang New Town
Zhujiang New Town is a major modern central business district in Guangzhou, China, known for its skyscrapers, upscale shopping, and cultural landmarks.
-
B.
Guangzhou Nansha New Area
Guangzhou Nansha New Area is a state-level new area and key development zone in southern Guangzhou focused on advanced manufacturing, shipping, and modern services within the Pearl River Delta.
-
C.
Panyu Square
Panyu Square is a major transportation and commercial hub in Guangzhou’s Panyu District, serving as a key southern gateway to the city.
-
D.
Huangpu Port Area
Huangpu Port Area is a major component of the Port of Guangzhou, serving as a key hub for cargo handling and maritime trade in southern China.
-
E.
Xinsha Port Area
Xinsha Port Area is a major cargo-handling section of the Port of Guangzhou, serving as an important hub for regional and international maritime trade in southern China.
- 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: Taikoo Hui, Guangzhou Triple: [Swire Properties, notableProject, Taikoo Hui, Guangzhou]
Generated description
Taikoo Hui, Guangzhou is a large-scale mixed-use commercial complex in Guangzhou, China, featuring high-end retail, office towers, a hotel, and cultural facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Taikoo Hui, Guangzhou Target entity description: Taikoo Hui, Guangzhou is a large-scale mixed-use commercial complex in Guangzhou, China, featuring high-end retail, office towers, a hotel, and cultural facilities.
-
A.
Zhujiang New Town
Zhujiang New Town is a major modern central business district in Guangzhou, China, known for its skyscrapers, upscale shopping, and cultural landmarks.
-
B.
Guangzhou Nansha New Area
Guangzhou Nansha New Area is a state-level new area and key development zone in southern Guangzhou focused on advanced manufacturing, shipping, and modern services within the Pearl River Delta.
-
C.
Panyu Square
Panyu Square is a major transportation and commercial hub in Guangzhou’s Panyu District, serving as a key southern gateway to the city.
-
D.
Huangpu Port Area
Huangpu Port Area is a major component of the Port of Guangzhou, serving as a key hub for cargo handling and maritime trade in southern China.
-
E.
Xinsha Port Area
Xinsha Port Area is a major cargo-handling section of the Port of Guangzhou, serving as an important hub for regional and international maritime trade in southern China.
- 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_69d88384bc30819084229e7dcdc39a41 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3455db6788190b929546050ea2488 |
completed | April 18, 2026, 8:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0067b0e5708190a286b8a316d6efd2 |
completed | May 10, 2026, 11:10 a.m. |
| NEDg | Description generation | batch_6a006895b8ac8190a8d078e6b9f5bb50 |
completed | May 10, 2026, 11:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00694da4a88190944ae4a70ac9f0c3 |
completed | May 10, 2026, 11:17 a.m. |
Created at: April 10, 2026, 5:15 a.m.