Triple

T9928014
Position Surface form Disambiguated ID Type / Status
Subject University of Pretoria E187970 entity
Predicate hasNotableFacility P105 FINISHED
Object University of Pretoria Library Services
University of Pretoria Library Services is the academic library system of the University of Pretoria, providing comprehensive information resources, research support, and learning spaces for students and staff across its campuses.
E829177 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: University of Pretoria Library Services | Statement: [University of Pretoria, hasNotableFacility, University of Pretoria Library Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Pretoria Library Services
Context triple: [University of Pretoria, hasNotableFacility, University of Pretoria Library Services]
  • A. Library and Information Centre, University of the Witwatersrand
    The Library and Information Centre, University of the Witwatersrand is the university’s central library system responsible for managing its network of academic libraries, collections, and information services in support of teaching and research.
  • B. Council of the University of Pretoria
    The Council of the University of Pretoria is the institution’s highest governing body, responsible for overall strategic direction, policy, and oversight of the university’s affairs.
  • C. University of Pretoria
    The University of Pretoria is a leading South African public research university known for its comprehensive academic programs and strong emphasis on innovation and professional education.
  • D. University of Pretoria Hillcrest site
    The University of Pretoria Hillcrest site is a dedicated campus area of the University of Pretoria, primarily known for hosting its main sports facilities and related infrastructure.
  • E. Pretoria Campus
    Pretoria Campus is the main urban campus of the Tshwane University of Technology, located in South Africa’s administrative capital city.
  • 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: University of Pretoria Library Services
Triple: [University of Pretoria, hasNotableFacility, University of Pretoria Library Services]
Generated description
University of Pretoria Library Services is the academic library system of the University of Pretoria, providing comprehensive information resources, research support, and learning spaces for students and staff across its campuses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Pretoria Library Services
Target entity description: University of Pretoria Library Services is the academic library system of the University of Pretoria, providing comprehensive information resources, research support, and learning spaces for students and staff across its campuses.
  • A. Library and Information Centre, University of the Witwatersrand
    The Library and Information Centre, University of the Witwatersrand is the university’s central library system responsible for managing its network of academic libraries, collections, and information services in support of teaching and research.
  • B. Council of the University of Pretoria
    The Council of the University of Pretoria is the institution’s highest governing body, responsible for overall strategic direction, policy, and oversight of the university’s affairs.
  • C. University of Pretoria
    The University of Pretoria is a leading South African public research university known for its comprehensive academic programs and strong emphasis on innovation and professional education.
  • D. University of Pretoria Hillcrest site
    The University of Pretoria Hillcrest site is a dedicated campus area of the University of Pretoria, primarily known for hosting its main sports facilities and related infrastructure.
  • E. Pretoria Campus
    Pretoria Campus is the main urban campus of the Tshwane University of Technology, located in South Africa’s administrative capital city.
  • 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_69ca82b22a688190b52c75bd48429c10 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cdb59d7ad08190982a1584547190bd completed April 2, 2026, 12:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69d20e1eace88190a591cbab02153869 completed April 5, 2026, 7:24 a.m.
NEDg Description generation batch_69d20ed2dea481909fd9a9dddac3daf1 completed April 5, 2026, 7:27 a.m.
NED2 Entity disambiguation (via description) batch_69d20fef723881909d8d57548461926f completed April 5, 2026, 7:31 a.m.
Created at: March 30, 2026, 8:43 p.m.