Triple

T10523019
Position Surface form Disambiguated ID Type / Status
Subject University of Malaya E248221 entity
Predicate hasLibrary P35 FINISHED
Object University of Malaya Library
The University of Malaya Library is the main academic library system of Malaysia’s oldest university, serving as a central hub for research resources, scholarly collections, and information services for its students and faculty.
 E248221 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 Malaya Library | Statement: [University of Malaya, hasLibrary, University of Malaya Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Malaya Library
Context triple: [University of Malaya, hasLibrary, University of Malaya Library]
  • A. University of Malaya
    The University of Malaya is Malaysia’s oldest and most prestigious public research university, located in Kuala Lumpur and widely recognized as a leading institution in Southeast Asia.
  • B. Institute of the Malay World and Civilization
    The Institute of the Malay World and Civilization is a research center dedicated to the study, preservation, and promotion of Malay history, culture, language, and heritage.
  • C. Taman Universiti
    Taman Universiti is a residential township in Skudai, Johor, Malaysia, known for its proximity to educational institutions and local commercial amenities.
  • D. National University of Malaysia
    The National University of Malaysia is a leading Malaysian public research university known for its strong emphasis on national identity, Malay language scholarship, and comprehensive academic programs across diverse disciplines.
  • E. Monash University Malaysia
    Monash University Malaysia is the Malaysian branch campus of Australia's Monash University, offering internationally recognized higher education and research programs in Southeast Asia.
  • 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 Malaya Library
Triple: [University of Malaya, hasLibrary, University of Malaya Library]
Generated description
The University of Malaya Library is the main academic library system of Malaysia’s oldest university, serving as a central hub for research resources, scholarly collections, and information services for its students and faculty.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of Malaya Library
Target entity description: The University of Malaya Library is the main academic library system of Malaysia’s oldest university, serving as a central hub for research resources, scholarly collections, and information services for its students and faculty.
  • A. University of Malaya chosen
    The University of Malaya is Malaysia’s oldest and most prestigious public research university, located in Kuala Lumpur and widely recognized as a leading institution in Southeast Asia.
  • B. Institute of the Malay World and Civilization
    The Institute of the Malay World and Civilization is a research center dedicated to the study, preservation, and promotion of Malay history, culture, language, and heritage.
  • C. Taman Universiti
    Taman Universiti is a residential township in Skudai, Johor, Malaysia, known for its proximity to educational institutions and local commercial amenities.
  • D. National University of Malaysia
    The National University of Malaysia is a leading Malaysian public research university known for its strong emphasis on national identity, Malay language scholarship, and comprehensive academic programs across diverse disciplines.
  • E. Monash University Malaysia
    Monash University Malaysia is the Malaysian branch campus of Australia's Monash University, offering internationally recognized higher education and research programs in Southeast Asia.
  • F. None of above.

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_69d381c5c7448190bec34bee7ec72bac completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d509e155b08190996325bf484ec55d completed April 7, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69d90e1c73208190aa3d3e30aa4482ac completed April 10, 2026, 2:50 p.m.
NEDg Description generation batch_69d9107e8b94819086ebba1675a0db54 completed April 10, 2026, 3 p.m.
NED2 Entity disambiguation (via description) batch_69d911a16b1481909197b00c30de48c4 completed April 10, 2026, 3:05 p.m.
Created at: April 6, 2026, 12:29 p.m.