Triple
T1451475
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sofia |
E31299
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
University of National and World Economy
The University of National and World Economy is a leading Bulgarian higher education institution in Sofia, specializing in economics, business, and social sciences.
|
E165786
|
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: University of National and World Economy | Statement: [Sofia, hasUniversity, University of National and World Economy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of National and World Economy Context triple: [Sofia, hasUniversity, University of National and World Economy]
-
A.
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.
-
B.
National Economics University
National Economics University is a leading Vietnamese institution of higher education specializing in economics, business, and management, located in Hanoi.
-
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.
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.
-
E.
Graduate School of Economics and Management
The Graduate School of Economics and Management is Tohoku University's advanced academic division dedicated to research and graduate education in economics, business, and related management fields.
- 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: University of National and World Economy Triple: [Sofia, hasUniversity, University of National and World Economy]
Generated description
The University of National and World Economy is a leading Bulgarian higher education institution in Sofia, specializing in economics, business, and social sciences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of National and World Economy Target entity description: The University of National and World Economy is a leading Bulgarian higher education institution in Sofia, specializing in economics, business, and social sciences.
-
A.
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.
-
B.
National Economics University
National Economics University is a leading Vietnamese institution of higher education specializing in economics, business, and management, located in Hanoi.
-
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.
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.
-
E.
Graduate School of Economics and Management
The Graduate School of Economics and Management is Tohoku University's advanced academic division dedicated to research and graduate education in economics, business, and related management fields.
- 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_69a499171a28819085b993a3ac78e363 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c57bc0908190a57e6bc3d20d5e3c |
completed | March 1, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad08c6f7c881908d1ef9f7897895a6 |
completed | March 8, 2026, 5:27 a.m. |
| NEDg | Description generation | batch_69ad0a53fa6c8190bc44e8a3f9aec62f |
completed | March 8, 2026, 5:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad0aefb1c88190a368d68454a0b9d0 |
completed | March 8, 2026, 5:36 a.m. |
Created at: March 1, 2026, 8 p.m.