Triple

T19120867
Position Surface form Disambiguated ID Type / Status
Subject College of Humanities (University of KwaZulu-Natal) E468038 entity
Predicate hasFaculty P141 FINISHED
Object School of Applied Human Sciences
The School of Applied Human Sciences is an academic unit at the University of KwaZulu-Natal that focuses on interdisciplinary teaching and research in fields related to human behavior, social development, and community well-being.
E1359482 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 Applied Human Sciences | Statement: [College of Humanities (University of KwaZulu-Natal), hasFaculty, School of Applied Human Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: School of Applied Human Sciences
Context triple: [College of Humanities (University of KwaZulu-Natal), hasFaculty, School of Applied Human Sciences]
  • A. School of Human Sciences
    The School of Human Sciences is an academic unit at Stephen F. Austin State University that focuses on disciplines related to human development, family and consumer sciences, and the improvement of individual and community well-being.
  • B. School of Human Sciences
    The School of Human Sciences is an academic division of Universidad del Rosario dedicated to teaching and research in disciplines related to human behavior, culture, and society.
  • C. School of Human Sciences
    The School of Human Sciences is an academic unit at Mississippi State University focused on disciplines related to human development, family studies, and community-oriented social sciences.
  • D. School of Human Sciences
    The School of Human Sciences at Osaka University is an interdisciplinary faculty focused on studying human behavior, society, and well-being through fields such as psychology, sociology, and related social sciences.
  • E. College of Applied Health Sciences
    The College of Applied Health Sciences is an academic unit at the University of Illinois at Urbana–Champaign focused on education and research in health, rehabilitation, and human performance.
  • 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 Applied Human Sciences
Triple: [College of Humanities (University of KwaZulu-Natal), hasFaculty, School of Applied Human Sciences]
Generated description
The School of Applied Human Sciences is an academic unit at the University of KwaZulu-Natal that focuses on interdisciplinary teaching and research in fields related to human behavior, social development, and community well-being.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: School of Applied Human Sciences
Target entity description: The School of Applied Human Sciences is an academic unit at the University of KwaZulu-Natal that focuses on interdisciplinary teaching and research in fields related to human behavior, social development, and community well-being.
  • A. School of Human Sciences
    The School of Human Sciences is an academic unit at Stephen F. Austin State University that focuses on disciplines related to human development, family and consumer sciences, and the improvement of individual and community well-being.
  • B. School of Human Sciences
    The School of Human Sciences is an academic division of Universidad del Rosario dedicated to teaching and research in disciplines related to human behavior, culture, and society.
  • C. School of Human Sciences
    The School of Human Sciences is an academic unit at Mississippi State University focused on disciplines related to human development, family studies, and community-oriented social sciences.
  • D. School of Human Sciences
    The School of Human Sciences at Osaka University is an interdisciplinary faculty focused on studying human behavior, society, and well-being through fields such as psychology, sociology, and related social sciences.
  • E. College of Applied Health Sciences
    The College of Applied Health Sciences is an academic unit at the University of Illinois at Urbana–Champaign focused on education and research in health, rehabilitation, and human performance.
  • 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_69d8dd06a26481908039e2a1bae8c597 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e3c921d4819092e2ae237bf85978 completed April 20, 2026, 8:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05e67400088190a58e085281a62a54 completed May 14, 2026, 3:12 p.m.
NEDg Description generation batch_6a05e74c4a248190b4e02f0c0d53f904 completed May 14, 2026, 3:16 p.m.
NED2 Entity disambiguation (via description) batch_6a05e84cbbac8190aa3e935e67cac797 completed May 14, 2026, 3:20 p.m.
Created at: April 10, 2026, 12:05 p.m.