Triple
T8145673
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Changsha University of Science and Technology |
E190203
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
CSUST
CSUST is a Chinese university in Changsha, Hunan, specializing in science, engineering, and technology disciplines.
|
E713136
|
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: CSUST | Statement: [Changsha University of Science and Technology, abbreviation, CSUST]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CSUST Context triple: [Changsha University of Science and Technology, abbreviation, CSUST]
-
A.
HUST
HUST is a leading Vietnamese technical university renowned for its engineering, science, and technology education and research.
-
B.
SCUT
SCUT is a major public research university in Guangzhou, China, known for its strong engineering, technology, and applied science programs.
-
C.
Chongqing University of Posts and Telecommunications
Chongqing University of Posts and Telecommunications is a Chinese public university specializing in information and communications engineering, computer science, and related high-tech fields.
-
D.
University of Electronic Science and Technology of China
The University of Electronic Science and Technology of China is a leading Chinese research university renowned for its strengths in electronic engineering, information technology, and related high-tech disciplines.
-
E.
SCAU
SCAU is a French architectural firm known for designing major public and sports facilities, including the redevelopment of Marseille’s Stade Vélodrome.
- 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: CSUST Triple: [Changsha University of Science and Technology, abbreviation, CSUST]
Generated description
CSUST is a Chinese university in Changsha, Hunan, specializing in science, engineering, and technology disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: CSUST Target entity description: CSUST is a Chinese university in Changsha, Hunan, specializing in science, engineering, and technology disciplines.
-
A.
HUST
HUST is a leading Vietnamese technical university renowned for its engineering, science, and technology education and research.
-
B.
SCUT
SCUT is a major public research university in Guangzhou, China, known for its strong engineering, technology, and applied science programs.
-
C.
Chongqing University of Posts and Telecommunications
Chongqing University of Posts and Telecommunications is a Chinese public university specializing in information and communications engineering, computer science, and related high-tech fields.
-
D.
University of Electronic Science and Technology of China
The University of Electronic Science and Technology of China is a leading Chinese research university renowned for its strengths in electronic engineering, information technology, and related high-tech disciplines.
-
E.
SCAU
SCAU is a French architectural firm known for designing major public and sports facilities, including the redevelopment of Marseille’s Stade Vélodrome.
- 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_69ca82be7ba8819087de0147e9292c83 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4447dbc48190affb0f34f6c85f5a |
completed | March 31, 2026, 3:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc94b0fc0481909a21f42364a92158 |
completed | April 1, 2026, 3:44 a.m. |
| NEDg | Description generation | batch_69cc963fe2f8819098ad6a726e226189 |
completed | April 1, 2026, 3:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc977c9bf4819081c4df682e4cdf1e |
completed | April 1, 2026, 3:56 a.m. |
Created at: March 30, 2026, 5:36 p.m.