Triple
T1498627
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Changsha |
E29743
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
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.
|
E187300
|
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: Hunan Normal University | Statement: [Changsha, hasUniversity, Hunan Normal University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hunan Normal University Context triple: [Changsha, hasUniversity, Hunan Normal University]
-
A.
Hunan University
Hunan University is a major national research university in China known for its long history, strong engineering and science programs, and picturesque campus by the Xiang River.
-
B.
Hunan First Normal School
Hunan First Normal School is a historic teacher-training institution in Changsha, China, best known as the alma mater of Mao Zedong and several other early Chinese revolutionaries.
-
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.
Central South University
Central South University is a major comprehensive research university in Changsha, Hunan, China, known for its strong engineering, medical, and materials science programs.
-
E.
Zhongnan University of Economics and Law
Zhongnan University of Economics and Law is a prominent Chinese higher education institution specializing in economics, finance, law, and related 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: Hunan Normal University Triple: [Changsha, hasUniversity, Hunan Normal University]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hunan Normal University Target entity description: 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.
-
A.
Hunan University
Hunan University is a major national research university in China known for its long history, strong engineering and science programs, and picturesque campus by the Xiang River.
-
B.
Hunan First Normal School
Hunan First Normal School is a historic teacher-training institution in Changsha, China, best known as the alma mater of Mao Zedong and several other early Chinese revolutionaries.
-
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.
Central South University
Central South University is a major comprehensive research university in Changsha, Hunan, China, known for its strong engineering, medical, and materials science programs.
-
E.
Zhongnan University of Economics and Law
Zhongnan University of Economics and Law is a prominent Chinese higher education institution specializing in economics, finance, law, and related 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_69a498dba1d8819093b46a3a8d2485f1 |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c6ef5ce88190a6b520525a6d42a3 |
completed | March 1, 2026, 11:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad680440dc8190ad28ec47c5a35d28 |
completed | March 8, 2026, 12:13 p.m. |
| NEDg | Description generation | batch_69ad68d482948190852098c5e80ad67b |
completed | March 8, 2026, 12:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad693e60048190bb2179a958a72452 |
completed | March 8, 2026, 12:19 p.m. |
Created at: March 1, 2026, 8:12 p.m.