Triple
T23041954
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vinh |
E573759
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Nghe An College of Economics
Nghe An College of Economics is a higher education institution in Vinh, Vietnam, specializing in economics and related business disciplines.
|
E1568970
|
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: Nghe An College of Economics | Statement: [Vinh, hasEducationalInstitution, Nghe An College of Economics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nghe An College of Economics Context triple: [Vinh, hasEducationalInstitution, Nghe An College of Economics]
-
A.
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.
-
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.
An Giang University
An Giang University is a public higher education institution in Vietnam’s Mekong Delta region, known for its programs in agriculture, education, and regional development.
-
D.
Kwang Hua University
Kwang Hua University was a former Chinese higher education institution whose legacy contributed to the establishment of East China Normal University.
-
E.
Central University of Finance and Economics
Central University of Finance and Economics is a leading Chinese university in Beijing renowned for its programs in finance, economics, and management.
- 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: Nghe An College of Economics Triple: [Vinh, hasEducationalInstitution, Nghe An College of Economics]
Generated description
Nghe An College of Economics is a higher education institution in Vinh, Vietnam, specializing in economics and related business disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nghe An College of Economics Target entity description: Nghe An College of Economics is a higher education institution in Vinh, Vietnam, specializing in economics and related business disciplines.
-
A.
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.
-
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.
An Giang University
An Giang University is a public higher education institution in Vietnam’s Mekong Delta region, known for its programs in agriculture, education, and regional development.
-
D.
Kwang Hua University
Kwang Hua University was a former Chinese higher education institution whose legacy contributed to the establishment of East China Normal University.
-
E.
Central University of Finance and Economics
Central University of Finance and Economics is a leading Chinese university in Beijing renowned for its programs in finance, economics, and management.
- 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_69e245b9c11481909d06c872214d21af |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f18513fc54819096d761a0be75b774 |
completed | April 29, 2026, 4:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c0ad85abc8190ab6328224aa3320f |
completed | May 19, 2026, 7:01 a.m. |
| NEDg | Description generation | batch_6a0c0f873d588190be23c0040c50024c |
completed | May 19, 2026, 7:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c0fe69cf0819091fe545b9fdfeaca |
completed | May 19, 2026, 7:23 a.m. |
Created at: April 17, 2026, 3:54 p.m.