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.