Triple
T19575937
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pingshan District, Shenzhen |
E489857
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Shenzhen Technology University
Shenzhen Technology University is a public applied-sciences university in Shenzhen, China, focused on practice-oriented engineering and technology education closely linked to industry.
|
E1383808
|
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: Shenzhen Technology University | Statement: [Pingshan District, Shenzhen, hasHigherEducationInstitution, Shenzhen Technology University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shenzhen Technology University Context triple: [Pingshan District, Shenzhen, hasHigherEducationInstitution, Shenzhen Technology 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.
Shenzhen MSU-BIT University
Shenzhen MSU-BIT University is a Sino-Russian cooperative university in Shenzhen jointly established by Lomonosov Moscow State University and Beijing Institute of Technology, offering international higher education programs.
-
C.
Harbin Institute of Technology Shenzhen campus
Harbin Institute of Technology Shenzhen campus is a major branch of the prestigious Harbin Institute of Technology, serving as a key research-oriented university campus in Shenzhen focused on engineering, science, and innovation.
-
D.
Shenzhen Institute of Information Technology
Shenzhen Institute of Information Technology is a vocational and technical higher education institution in Shenzhen, China, specializing in information technology and applied engineering disciplines.
-
E.
ShanghaiTech University
ShanghaiTech University is a young, research-focused public university in Shanghai, China, emphasizing science, engineering, and innovation in collaboration with global and industrial partners.
- 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: Shenzhen Technology University Triple: [Pingshan District, Shenzhen, hasHigherEducationInstitution, Shenzhen Technology University]
Generated description
Shenzhen Technology University is a public applied-sciences university in Shenzhen, China, focused on practice-oriented engineering and technology education closely linked to industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shenzhen Technology University Target entity description: Shenzhen Technology University is a public applied-sciences university in Shenzhen, China, focused on practice-oriented engineering and technology education closely linked to industry.
-
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.
Shenzhen MSU-BIT University
Shenzhen MSU-BIT University is a Sino-Russian cooperative university in Shenzhen jointly established by Lomonosov Moscow State University and Beijing Institute of Technology, offering international higher education programs.
-
C.
Harbin Institute of Technology Shenzhen campus
Harbin Institute of Technology Shenzhen campus is a major branch of the prestigious Harbin Institute of Technology, serving as a key research-oriented university campus in Shenzhen focused on engineering, science, and innovation.
-
D.
Shenzhen Institute of Information Technology
Shenzhen Institute of Information Technology is a vocational and technical higher education institution in Shenzhen, China, specializing in information technology and applied engineering disciplines.
-
E.
ShanghaiTech University
ShanghaiTech University is a young, research-focused public university in Shanghai, China, emphasizing science, engineering, and innovation in collaboration with global and industrial partners.
- 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_69d8e8dd9374819098e36349b3211663 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e64024c5b08190bbff6df633857874 |
completed | April 20, 2026, 3:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07578feebc819097d233618e09d1eb |
completed | May 15, 2026, 5:27 p.m. |
| NEDg | Description generation | batch_6a075865eaac819085b35d165fda91d4 |
completed | May 15, 2026, 5:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07590b84488190a33889335ba95c95 |
completed | May 15, 2026, 5:34 p.m. |
Created at: April 10, 2026, 1:42 p.m.