Triple

T8042179
Position Surface form Disambiguated ID Type / Status
Subject University of Málaga E187465 entity
Predicate hasLibrary P35 FINISHED
Object University of Málaga Library
The University of Málaga Library is the academic library system serving the University of Málaga, providing access to scholarly resources, study spaces, and research support for its students and faculty.
E187465 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 Málaga Library | Statement: [University of Málaga, hasLibrary, University of Málaga Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Málaga Library
Context triple: [University of Málaga, hasLibrary, University of Málaga Library]
  • A. University of Málaga
    The University of Málaga is a public higher education and research institution located in the city of Málaga in southern Spain.
  • B. University of Almería
    The University of Almería is a public higher education and research institution located in the city of Almería in southeastern Spain.
  • C. University of Granada
    The University of Granada is a major public research university in southern Spain, renowned for its historic campus, large international student population, and strong programs in humanities, sciences, and technology.
  • D. University of Cádiz
    The University of Cádiz is a Spanish public university based in the coastal city of Cádiz, known for its programs in marine sciences, humanities, and social sciences.
  • E. University of Seville
    The University of Seville is one of Spain’s oldest and largest public universities, renowned for its historic campus and broad range of academic and research programs.
  • 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 Málaga Library
Triple: [University of Málaga, hasLibrary, University of Málaga Library]
Generated description
The University of Málaga Library is the academic library system serving the University of Málaga, providing access to scholarly resources, study spaces, and research support for its students and faculty.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Málaga Library
Target entity description: The University of Málaga Library is the academic library system serving the University of Málaga, providing access to scholarly resources, study spaces, and research support for its students and faculty.
  • A. University of Málaga chosen
    The University of Málaga is a public higher education and research institution located in the city of Málaga in southern Spain.
  • B. University of Almería
    The University of Almería is a public higher education and research institution located in the city of Almería in southeastern Spain.
  • C. University of Granada
    The University of Granada is a major public research university in southern Spain, renowned for its historic campus, large international student population, and strong programs in humanities, sciences, and technology.
  • D. University of Cádiz
    The University of Cádiz is a Spanish public university based in the coastal city of Cádiz, known for its programs in marine sciences, humanities, and social sciences.
  • E. University of Seville
    The University of Seville is one of Spain’s oldest and largest public universities, renowned for its historic campus and broad range of academic and research programs.
  • 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_69ca82b00cb48190b59a300f70e97bd7 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3f1e98508190a29a7bb5055f8ba0 completed March 31, 2026, 3:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc5706a4a881909758ea34cf5c0cf2 completed March 31, 2026, 11:21 p.m.
NEDg Description generation batch_69cc58acba3c8190b7d09aa23b5f10f8 completed March 31, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cc9161c8190aae90f453f6d98c0 completed March 31, 2026, 11:46 p.m.
Created at: March 30, 2026, 5:23 p.m.