Triple
T3308628
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liang Xiaosheng |
E69513
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Beijing Language and Culture University
Beijing Language and Culture University is a prominent Chinese institution in Beijing specializing in teaching Chinese language and culture to international students and conducting related linguistic and cultural research.
|
E381287
|
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: Beijing Language and Culture University | Statement: [Liang Xiaosheng, employer, Beijing Language and Culture University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beijing Language and Culture University Context triple: [Liang Xiaosheng, employer, Beijing Language and Culture University]
-
A.
Peking University
Peking University is a leading Chinese research university in Beijing, renowned for its academic excellence, historical significance, and global influence.
-
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.
Lanzhou University
Lanzhou University is a major comprehensive public research university in China, renowned for its strong programs in the natural sciences and its location in the city of Lanzhou, Gansu Province.
-
D.
Hua Dong Li Gong Da Xue
Hua Dong Li Gong Da Xue is a prominent public research university in Shanghai, China, known for its strong programs in chemical engineering, materials science, and related technological fields.
-
E.
Nanjing University
Nanjing University is one of China’s oldest and most prestigious research universities, renowned for its strong academic programs and historical significance.
- 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: Beijing Language and Culture University Triple: [Liang Xiaosheng, employer, Beijing Language and Culture University]
Generated description
Beijing Language and Culture University is a prominent Chinese institution in Beijing specializing in teaching Chinese language and culture to international students and conducting related linguistic and cultural research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beijing Language and Culture University Target entity description: Beijing Language and Culture University is a prominent Chinese institution in Beijing specializing in teaching Chinese language and culture to international students and conducting related linguistic and cultural research.
-
A.
Peking University
Peking University is a leading Chinese research university in Beijing, renowned for its academic excellence, historical significance, and global influence.
-
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.
Lanzhou University
Lanzhou University is a major comprehensive public research university in China, renowned for its strong programs in the natural sciences and its location in the city of Lanzhou, Gansu Province.
-
D.
Hua Dong Li Gong Da Xue
Hua Dong Li Gong Da Xue is a prominent public research university in Shanghai, China, known for its strong programs in chemical engineering, materials science, and related technological fields.
-
E.
Nanjing University
Nanjing University is one of China’s oldest and most prestigious research universities, renowned for its strong academic programs and historical significance.
- 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_69ad859f218081909458d2cebbf57565 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb0e9f33c81909cff835a83e0a657 |
completed | March 8, 2026, 5:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4cdc422d08190aa67bc39619c3290 |
completed | March 14, 2026, 2:53 a.m. |
| NEDg | Description generation | batch_69b4ce5329cc8190882dede1c57fe321 |
completed | March 14, 2026, 2:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4cea9c7008190a69e3fa4cdd90fd8 |
completed | March 14, 2026, 2:57 a.m. |
Created at: March 8, 2026, 3:11 p.m.