Triple

T8739600
Position Surface form Disambiguated ID Type / Status
Subject Vietnam Academy of Social Sciences E207467 entity
Predicate hasPart P35 FINISHED
Object Graduate Academy of Social Sciences
The Graduate Academy of Social Sciences is a leading Vietnamese institution dedicated to advanced education and research in the social sciences under the Vietnam Academy of Social Sciences.
E755802 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: Graduate Academy of Social Sciences | Statement: [Vietnam Academy of Social Sciences, hasPart, Graduate Academy of Social Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Graduate Academy of Social Sciences
Context triple: [Vietnam Academy of Social Sciences, hasPart, Graduate Academy of Social Sciences]
  • A. Institute for Graduate Studies in Social Sciences
    The Institute for Graduate Studies in Social Sciences is a Boğaziçi University academic unit that coordinates and offers advanced graduate programs and research in various social science disciplines.
  • B. Graduate School of Social Sciences
    The Graduate School of Social Sciences is a postgraduate division of Hosei University specializing in advanced research and education in the social sciences.
  • C. Graduate School of Social Sciences
    The Graduate School of Social Sciences at Ege University is a postgraduate academic unit that coordinates and offers master’s and doctoral programs across various disciplines in the social sciences.
  • D. Graduate School of Social Sciences
    The Graduate School of Social Sciences is a postgraduate academic unit of Middle East Technical University that oversees and coordinates advanced education and research programs in the social sciences.
  • E. Graduate School of Social Sciences
    The Graduate School of Social Sciences is a postgraduate academic unit of Hasan Kalyoncu University that offers advanced degrees and research programs in various social science disciplines.
  • 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: Graduate Academy of Social Sciences
Triple: [Vietnam Academy of Social Sciences, hasPart, Graduate Academy of Social Sciences]
Generated description
The Graduate Academy of Social Sciences is a leading Vietnamese institution dedicated to advanced education and research in the social sciences under the Vietnam Academy of Social Sciences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Graduate Academy of Social Sciences
Target entity description: The Graduate Academy of Social Sciences is a leading Vietnamese institution dedicated to advanced education and research in the social sciences under the Vietnam Academy of Social Sciences.
  • A. Institute for Graduate Studies in Social Sciences
    The Institute for Graduate Studies in Social Sciences is a Boğaziçi University academic unit that coordinates and offers advanced graduate programs and research in various social science disciplines.
  • B. Graduate School of Social Sciences
    The Graduate School of Social Sciences is a postgraduate division of Hosei University specializing in advanced research and education in the social sciences.
  • C. Graduate School of Social Sciences
    The Graduate School of Social Sciences at Ege University is a postgraduate academic unit that coordinates and offers master’s and doctoral programs across various disciplines in the social sciences.
  • D. Graduate School of Social Sciences
    The Graduate School of Social Sciences is a postgraduate academic unit of Middle East Technical University that oversees and coordinates advanced education and research programs in the social sciences.
  • E. Graduate School of Social Sciences
    The Graduate School of Social Sciences is a postgraduate academic unit of Hasan Kalyoncu University that offers advanced degrees and research programs in various social science disciplines.
  • 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.