Triple
T23357483
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Li Ka-shing |
E593087
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Shantou University
Shantou University is a comprehensive public university in Shantou, Guangdong, China, known for its modern campus, innovative education reforms, and strong philanthropic backing from the Li Ka Shing Foundation.
|
E1582220
|
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: Shantou University | Statement: [Li Ka-shing, founded, Shantou University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shantou University Context triple: [Li Ka-shing, founded, Shantou University]
-
A.
Shenzhen University
Shenzhen University is a comprehensive public university in Shenzhen, China, known for its rapid development, strong ties to the tech industry, and emphasis on innovation and applied research.
-
B.
Guangdong Ocean University
Guangdong Ocean University is a public institution in Guangdong Province, China, specializing in marine science, fisheries, and related disciplines.
-
C.
Jinan University
Jinan University is a comprehensive public research university in Guangzhou, China, known for its strong emphasis on overseas Chinese education and international exchange.
-
D.
Huaqiao University
Huaqiao University is a prominent public university in China known for serving overseas Chinese communities and emphasizing international education and cultural exchange.
-
E.
Lingnan Normal University
Lingnan Normal University is a higher education institution located in Zhanjiang, Guangdong Province, China, known for its teacher education and comprehensive undergraduate programs.
- 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: Shantou University Triple: [Li Ka-shing, founded, Shantou University]
Generated description
Shantou University is a comprehensive public university in Shantou, Guangdong, China, known for its modern campus, innovative education reforms, and strong philanthropic backing from the Li Ka Shing Foundation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shantou University Target entity description: Shantou University is a comprehensive public university in Shantou, Guangdong, China, known for its modern campus, innovative education reforms, and strong philanthropic backing from the Li Ka Shing Foundation.
-
A.
Shenzhen University
Shenzhen University is a comprehensive public university in Shenzhen, China, known for its rapid development, strong ties to the tech industry, and emphasis on innovation and applied research.
-
B.
Guangdong Ocean University
Guangdong Ocean University is a public institution in Guangdong Province, China, specializing in marine science, fisheries, and related disciplines.
-
C.
Jinan University
Jinan University is a comprehensive public research university in Guangzhou, China, known for its strong emphasis on overseas Chinese education and international exchange.
-
D.
Huaqiao University
Huaqiao University is a prominent public university in China known for serving overseas Chinese communities and emphasizing international education and cultural exchange.
-
E.
Lingnan Normal University
Lingnan Normal University is a higher education institution located in Zhanjiang, Guangdong Province, China, known for its teacher education and comprehensive undergraduate programs.
- 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_69e25d24d2a4819092e6ede74c2a918d |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19a18996c81909c7ad15cde616553 |
completed | April 29, 2026, 5:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c5dd1c02c8190bf474938083d8ae3 |
completed | May 19, 2026, 12:55 p.m. |
| NEDg | Description generation | batch_6a0c5e7eb7b481908b3cece1823cf785 |
completed | May 19, 2026, 12:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c5eef81e48190b62da26fb8d65223 |
completed | May 19, 2026, 1 p.m. |
Created at: April 17, 2026, 5:28 p.m.