Triple
T2949234
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shijiazhuang |
E79577
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
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.
|
E312185
|
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: Hebei Normal University | Statement: [Shijiazhuang, hasUniversity, Hebei Normal University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hebei Normal University Context triple: [Shijiazhuang, hasUniversity, Hebei Normal University]
-
A.
Hohai University
Hohai University is a prominent Chinese institution of higher education known for its strong programs in water resources, hydropower engineering, and related fields.
-
B.
Hunan Normal University
Hunan Normal University is a comprehensive public university in Changsha, Hunan Province, known for its strong teacher education programs and research in the humanities and 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.
Shenyang Agricultural University
Shenyang Agricultural University is a higher education institution in Shenyang, China, specializing in agricultural and related sciences.
-
E.
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.
- 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: Hebei Normal University Triple: [Shijiazhuang, hasUniversity, Hebei Normal University]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hebei Normal University Target entity description: 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.
-
A.
Hohai University
Hohai University is a prominent Chinese institution of higher education known for its strong programs in water resources, hydropower engineering, and related fields.
-
B.
Hunan Normal University
Hunan Normal University is a comprehensive public university in Changsha, Hunan Province, known for its strong teacher education programs and research in the humanities and 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.
Shenyang Agricultural University
Shenyang Agricultural University is a higher education institution in Shenyang, China, specializing in agricultural and related sciences.
-
E.
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.
- 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_69ad8b1089588190b74d9e2505e45762 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad98f95da88190a036a18f39f221c2 |
completed | March 8, 2026, 3:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0869732d08190bdb6f6c76411ade1 |
completed | March 10, 2026, 9:01 p.m. |
| NEDg | Description generation | batch_69b0d2f9eef48190a3c4ad05251bdfdd |
completed | March 11, 2026, 2:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0d358b3d0819087bf309f8a6a06c2 |
completed | March 11, 2026, 2:28 a.m. |
Created at: March 8, 2026, 2:57 p.m.