Triple
T2991040
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jinan |
E80751
|
entity |
| Predicate | hasMajorUniversity |
P315
|
FINISHED |
| Object |
Shandong Normal University
Shandong Normal University is a comprehensive public university in Jinan, China, known for its strong teacher education programs and broad range of disciplines.
|
E318293
|
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: Shandong Normal University | Statement: [Jinan, hasMajorUniversity, Shandong Normal University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shandong Normal University Context triple: [Jinan, hasMajorUniversity, Shandong Normal University]
-
A.
Shandong University
Shandong University is a major comprehensive public research university in China, renowned for its wide range of academic disciplines and long historical legacy.
-
B.
East China Normal University
East China Normal University is a leading comprehensive research university in Shanghai, China, renowned for its strengths in teacher education, the humanities, and the social sciences.
-
C.
Central China Normal University
Central China Normal University is a comprehensive public research university in Wuhan, China, known for its strong programs in teacher education and the humanities.
-
D.
Hebei Normal University
Hebei Normal University is a comprehensive public teachers’ university located in Shijiazhuang, the capital of China’s Hebei Province, known for its strong education and liberal arts programs.
-
E.
Shandong University of Science and Technology
Shandong University of Science and Technology is a Chinese higher education institution known for its engineering and technology 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: Shandong Normal University Triple: [Jinan, hasMajorUniversity, Shandong Normal University]
Generated description
Shandong Normal University is a comprehensive public university in Jinan, China, known for its strong teacher education programs and broad range of disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shandong Normal University Target entity description: Shandong Normal University is a comprehensive public university in Jinan, China, known for its strong teacher education programs and broad range of disciplines.
-
A.
Shandong University
Shandong University is a major comprehensive public research university in China, renowned for its wide range of academic disciplines and long historical legacy.
-
B.
East China Normal University
East China Normal University is a leading comprehensive research university in Shanghai, China, renowned for its strengths in teacher education, the humanities, and the social sciences.
-
C.
Central China Normal University
Central China Normal University is a comprehensive public research university in Wuhan, China, known for its strong programs in teacher education and the humanities.
-
D.
Hebei Normal University
Hebei Normal University is a comprehensive public teachers’ university located in Shijiazhuang, the capital of China’s Hebei Province, known for its strong education and liberal arts programs.
-
E.
Shandong University of Science and Technology
Shandong University of Science and Technology is a Chinese higher education institution known for its engineering and technology 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_69ad8b16c3488190b47b6aa7a59a335b |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad99de55208190bc56ecbe08638e5a |
completed | March 8, 2026, 3:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e3bac408190b09bafee840eb0d1 |
completed | March 11, 2026, 8:56 a.m. |
| NEDg | Description generation | batch_69b1320a28808190b0f751eb6f198795 |
completed | March 11, 2026, 9:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1cb35a0048190bad4b190eb710ec1 |
completed | March 11, 2026, 8:06 p.m. |
Created at: March 8, 2026, 2:59 p.m.