Triple
T7534123
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yuelu District |
E178103
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object | Hunan Normal University |
E187300
|
NE FINISHED |
How this triple was built (2 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: [Yuelu District, hasHigherEducationInstitution, Hunan Normal University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hunan Normal University Context triple: [Yuelu District, hasHigherEducationInstitution, Hunan Normal University]
-
A.
Hunan Normal University
chosen
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.
-
B.
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.
-
C.
Xiangtan University
Xiangtan University is a comprehensive public university in Hunan Province, China, known for its strong programs in humanities, social sciences, and engineering.
-
D.
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.
-
E.
Hunan Agricultural University
Hunan Agricultural University is a Chinese higher education institution specializing in agricultural and life sciences, located in Changsha, Hunan Province.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c69f2acdbc8190b5a8320168c1d0ba |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f84a9d28819084ebfc44fcb2c29c |
completed | March 27, 2026, 9:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8614787988190bb5479677f8485d2 |
completed | March 28, 2026, 11:16 p.m. |
Created at: March 27, 2026, 3:47 p.m.