Triple
T11081751
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zhang Zhidong |
E262010
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Ziqiang Institute (Wuchang)
Ziqiang Institute (Wuchang) was a late Qing dynasty modern educational institution in Wuchang, established by reformist official Zhang Zhidong as part of China’s early efforts at Western-style modernization.
|
E5774
|
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: Ziqiang Institute (Wuchang) | Statement: [Zhang Zhidong, founded, Ziqiang Institute (Wuchang)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ziqiang Institute (Wuchang) Context triple: [Zhang Zhidong, founded, Ziqiang Institute (Wuchang)]
-
A.
Huazhong University of Science and Technology
Huazhong University of Science and Technology is a major comprehensive research university in China, renowned for its strengths in engineering, science, and medical disciplines.
-
B.
Wuhan University
Wuhan University is a major comprehensive research university in Wuhan, China, renowned for its strong academic programs and picturesque campus.
-
C.
Jiang’an Campus
Jiang’an Campus is one of the main campuses of Sichuan University, located in Chengdu and known for its modern facilities and expansive grounds.
-
D.
China University of Geosciences (Wuhan)
China University of Geosciences (Wuhan) is a prominent Chinese national university renowned for its programs and research in geology, earth sciences, and related disciplines.
-
E.
Hubei University of Technology
Hubei University of Technology is a provincial public university in Wuhan, China, known for its engineering, technology, and applied sciences 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: Ziqiang Institute (Wuchang) Triple: [Zhang Zhidong, founded, Ziqiang Institute (Wuchang)]
Generated description
Ziqiang Institute (Wuchang) was a late Qing dynasty modern educational institution in Wuchang, established by reformist official Zhang Zhidong as part of China’s early efforts at Western-style modernization.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ziqiang Institute (Wuchang) Target entity description: Ziqiang Institute (Wuchang) was a late Qing dynasty modern educational institution in Wuchang, established by reformist official Zhang Zhidong as part of China’s early efforts at Western-style modernization.
-
A.
Huazhong University of Science and Technology
Huazhong University of Science and Technology is a major comprehensive research university in China, renowned for its strengths in engineering, science, and medical disciplines.
-
B.
Wuhan University
chosen
Wuhan University is a major comprehensive research university in Wuhan, China, renowned for its strong academic programs and picturesque campus.
-
C.
Jiang’an Campus
Jiang’an Campus is one of the main campuses of Sichuan University, located in Chengdu and known for its modern facilities and expansive grounds.
-
D.
China University of Geosciences (Wuhan)
China University of Geosciences (Wuhan) is a prominent Chinese national university renowned for its programs and research in geology, earth sciences, and related disciplines.
-
E.
Hubei University of Technology
Hubei University of Technology is a provincial public university in Wuhan, China, known for its engineering, technology, and applied sciences programs.
- F. None of above.
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_69d6aa9983c08190b0ef61603b69feac |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d799985650819089b2c0f35a212414 |
completed | April 9, 2026, 12:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3e789d7248190a40de0bdda539f45 |
completed | April 18, 2026, 8:20 p.m. |
| NEDg | Description generation | batch_69e3f2c889dc81909a04c1db0509e3d9 |
completed | April 18, 2026, 9:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3f4746dbc8190a0e28202ad5e6b4f |
completed | April 18, 2026, 9:15 p.m. |
Created at: April 8, 2026, 9:27 p.m.