Triple

T7073706
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Social Science, University of Swaziland E164761 entity
Predicate hasDepartment P35 FINISHED
Object Department of Social Work
The Department of Social Work is an academic unit at the University of Swaziland’s Faculty of Social Science that trains students in professional social work practice, social welfare policy, and community development.
 E639768 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: Department of Social Work | Statement: [Faculty of Social Science, University of Swaziland, hasDepartment, Department of Social Work]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Department of Social Work
Context triple: [Faculty of Social Science, University of Swaziland, hasDepartment, Department of Social Work]
  • A. School of Social Work
    The School of Social Work at the University of Missouri–St. Louis is an academic unit that educates and trains students for professional practice and research in social work and social services.
  • B. School of Social Work
    The School of Social Work at the University of Illinois at Urbana–Champaign is an academic unit dedicated to education, research, and professional training in social work and human services.
  • C. School of Social Work
    The School of Social Work is Columbia University's graduate professional school dedicated to education, research, and practice in social work and social welfare.
  • D. School of Social Work
    The School of Social Work is an academic unit at Memorial University of Newfoundland that provides education and training in social work practice, policy, and research.
  • E. School of Social Work
    The School of Social Work at the Université de Montréal is an academic unit dedicated to education, research, and professional training in social work and social intervention.
  • 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: Department of Social Work
Triple: [Faculty of Social Science, University of Swaziland, hasDepartment, Department of Social Work]
Generated description
The Department of Social Work is an academic unit at the University of Swaziland’s Faculty of Social Science that trains students in professional social work practice, social welfare policy, and community development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Department of Social Work
Target entity description: The Department of Social Work is an academic unit at the University of Swaziland’s Faculty of Social Science that trains students in professional social work practice, social welfare policy, and community development.
  • A. School of Social Work
    The School of Social Work at the University of Missouri–St. Louis is an academic unit that educates and trains students for professional practice and research in social work and social services.
  • B. School of Social Work
    The School of Social Work at the University of Illinois at Urbana–Champaign is an academic unit dedicated to education, research, and professional training in social work and human services.
  • C. School of Social Work
    The School of Social Work at the Université de Montréal is an academic unit dedicated to education, research, and professional training in social work and social intervention.
  • D. School of Social Work
    The School of Social Work is Columbia University's graduate professional school dedicated to education, research, and practice in social work and social welfare.
  • E. School of Social Work
    The School of Social Work is an academic unit at Memorial University of Newfoundland that provides education and training in social work practice, policy, and research.
  • 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_69c6887b96548190a8a9b3ac8adf4119 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e4ccb42c81909f5627aa97db7a84 completed March 27, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c794641dd481908df979600b7a8e92 completed March 28, 2026, 8:42 a.m.
NEDg Description generation batch_69c7950271a48190b6e0c3f307ebdc5a completed March 28, 2026, 8:44 a.m.
NED2 Entity disambiguation (via description) batch_69c7957439b8819081fb2721bbd8b65c completed March 28, 2026, 8:46 a.m.
Created at: March 27, 2026, 2:39 p.m.