Triple
T8739602
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vietnam Academy of Social Sciences |
E207467
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Vietnam Social Sciences Review
Vietnam Social Sciences Review is an academic journal that publishes research and analysis on social science issues in Vietnam.
|
E755804
|
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: Vietnam Social Sciences Review | Statement: [Vietnam Academy of Social Sciences, hasPart, Vietnam Social Sciences Review]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vietnam Social Sciences Review Context triple: [Vietnam Academy of Social Sciences, hasPart, Vietnam Social Sciences Review]
-
A.
Vietnam Academy of Social Sciences
The Vietnam Academy of Social Sciences is a leading national research institution responsible for advancing and coordinating studies in the social sciences and humanities in Vietnam.
-
B.
Journal of Social Science
The Journal of Social Science was a scholarly periodical associated with the American Social Science Association that published research and discussions on a wide range of social issues and reforms in the United States.
-
C.
Marxism and Vietnamese Culture
"Marxism and Vietnamese Culture" is a seminal theoretical work by Vietnamese revolutionary leader Trường Chinh that analyzes how Marxist-Leninist principles can be applied to transform and develop Vietnam’s national culture.
-
D.
Council for National Defense and Security of Vietnam
The Council for National Defense and Security of Vietnam is a top constitutional body that advises and assists the country’s leadership in directing national defense, security, and wartime or emergency policies.
-
E.
Vietnamese state management agencies on foreign investment
Vietnamese state management agencies on foreign investment are the governmental bodies responsible for formulating, overseeing, and enforcing Vietnam’s policies, regulations, and procedures related to attracting and managing foreign investment.
- 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: Vietnam Social Sciences Review Triple: [Vietnam Academy of Social Sciences, hasPart, Vietnam Social Sciences Review]
Generated description
Vietnam Social Sciences Review is an academic journal that publishes research and analysis on social science issues in Vietnam.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vietnam Social Sciences Review Target entity description: Vietnam Social Sciences Review is an academic journal that publishes research and analysis on social science issues in Vietnam.
-
A.
Vietnam Academy of Social Sciences
The Vietnam Academy of Social Sciences is a leading national research institution responsible for advancing and coordinating studies in the social sciences and humanities in Vietnam.
-
B.
Journal of Social Science
The Journal of Social Science was a scholarly periodical associated with the American Social Science Association that published research and discussions on a wide range of social issues and reforms in the United States.
-
C.
Marxism and Vietnamese Culture
"Marxism and Vietnamese Culture" is a seminal theoretical work by Vietnamese revolutionary leader Trường Chinh that analyzes how Marxist-Leninist principles can be applied to transform and develop Vietnam’s national culture.
-
D.
Council for National Defense and Security of Vietnam
The Council for National Defense and Security of Vietnam is a top constitutional body that advises and assists the country’s leadership in directing national defense, security, and wartime or emergency policies.
-
E.
Vietnamese state management agencies on foreign investment
Vietnamese state management agencies on foreign investment are the governmental bodies responsible for formulating, overseeing, and enforcing Vietnam’s policies, regulations, and procedures related to attracting and managing foreign investment.
- 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_69ca835a03a081909d4d4cd01a18c9fb |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5d486e34819094a6c6ec26c047cf |
completed | March 31, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf42e7176c819097e313ed8e8ceb06 |
completed | April 3, 2026, 4:32 a.m. |
| NEDg | Description generation | batch_69cf43ead588819094089bea94c27207 |
completed | April 3, 2026, 4:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf453fa3e4819082466c59649c2f35 |
completed | April 3, 2026, 4:42 a.m. |
Created at: March 30, 2026, 6:38 p.m.