Triple
T7534122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yuelu District |
E178103
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object | Central South University |
E186519
|
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: Central South University | Statement: [Yuelu District, hasHigherEducationInstitution, Central South University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central South University Context triple: [Yuelu District, hasHigherEducationInstitution, Central South University]
-
A.
Central South University
chosen
Central South University is a major comprehensive research university in Changsha, Hunan, China, known for its strong engineering, medical, and materials science programs.
-
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 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.
-
E.
Changsha University of Science and Technology
Changsha University of Science and Technology is a comprehensive public university in Changsha, Hunan, China, known for its strengths in engineering, transportation, and applied sciences.
- 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_69c856b687708190a1fe1351be70616b |
completed | March 28, 2026, 10:31 p.m. |
Created at: March 27, 2026, 3:47 p.m.