Triple

T23253322
Position Surface form Disambiguated ID Type / Status
Subject University of Venda E581795 entity
Predicate hasSchool P113 FINISHED
Object School of Human and Social Sciences
The School of Human and Social Sciences at the University of Venda is an academic division focused on teaching and research in disciplines related to human behavior, society, and culture.
E1579081 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: School of Human and Social Sciences | Statement: [University of Venda, hasSchool, School of Human and Social Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: School of Human and Social Sciences
Context triple: [University of Venda, hasSchool, School of Human and Social Sciences]
  • A. School of Humanities and Social Sciences
    The School of Humanities and Social Sciences is an academic division of Mississippi College that offers programs in disciplines such as history, literature, languages, and the social sciences.
  • B. School of Humanities and Social Sciences
    The School of Humanities and Social Sciences is an academic division of the University of Zambia that offers teaching and research programs in disciplines such as languages, social sciences, and related fields.
  • C. School of Humanities and Social Sciences
    The School of Humanities and Social Sciences at IIT Patna is an academic unit that integrates disciplines such as literature, philosophy, economics, sociology, and related fields to complement the institute’s primarily science and engineering focus.
  • D. School of Humanities and Social Sciences
    The School of Humanities and Social Sciences is an academic division of the University of Papua New Guinea that focuses on disciplines such as languages, culture, history, philosophy, and social sciences.
  • E. School of Humanities and Social Sciences
    The School of Humanities and Social Sciences is an academic division of the University of Thessaly that focuses on teaching and research in humanistic and 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: School of Human and Social Sciences
Triple: [University of Venda, hasSchool, School of Human and Social Sciences]
Generated description
The School of Human and Social Sciences at the University of Venda is an academic division focused on teaching and research in disciplines related to human behavior, society, and culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: School of Human and Social Sciences
Target entity description: The School of Human and Social Sciences at the University of Venda is an academic division focused on teaching and research in disciplines related to human behavior, society, and culture.
  • A. School of Humanities and Social Sciences
    The School of Humanities and Social Sciences is an academic division of the University of Zambia that offers teaching and research programs in disciplines such as languages, social sciences, and related fields.
  • B. School of Humanities and Social Sciences
    The School of Humanities and Social Sciences at IIT Patna is an academic unit that integrates disciplines such as literature, philosophy, economics, sociology, and related fields to complement the institute’s primarily science and engineering focus.
  • C. School of Humanities and Social Sciences
    The School of Humanities and Social Sciences is an academic division of the University of Papua New Guinea that focuses on disciplines such as languages, culture, history, philosophy, and social sciences.
  • D. School of Humanities and Social Sciences
    The School of Humanities and Social Sciences is an academic division of the University of Thessaly that focuses on teaching and research in humanistic and social science disciplines.
  • E. School of Humanities and Social Sciences
    The School of Humanities and Social Sciences is an academic division of Mississippi College that offers programs in disciplines such as history, literature, languages, and the social sciences.
  • 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_69e24606b17c81908aba1a4911c8a8ba completed April 17, 2026, 2:39 p.m.
NER Named-entity recognition batch_69f193f840dc819098e52272abefe616 completed April 29, 2026, 5:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3f6a050c81908242087190a5a42e completed May 19, 2026, 10:46 a.m.
NEDg Description generation batch_6a0c4028b44c8190bde6e2c76b5f1587 completed May 19, 2026, 10:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4367753c8190a4f6dbf2afd12b76 completed May 19, 2026, 11:03 a.m.
Created at: April 17, 2026, 4:11 p.m.