Triple

T11256292
Position Surface form Disambiguated ID Type / Status
Subject Aintree University Hospital E266446 entity
Predicate affiliatedWith P254 FINISHED
Object Liverpool School of Tropical Medicine
The Liverpool School of Tropical Medicine is a leading UK institution dedicated to research, education, and clinical work in tropical diseases and global health.
E914600 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: Liverpool School of Tropical Medicine | Statement: [Aintree University Hospital, affiliatedWith, Liverpool School of Tropical Medicine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liverpool School of Tropical Medicine
Context triple: [Aintree University Hospital, affiliatedWith, Liverpool School of Tropical Medicine]
  • A. London School of Hygiene & Tropical Medicine
    The London School of Hygiene & Tropical Medicine is a leading postgraduate public health and tropical medicine institution renowned for its research and training in global health.
  • B. Faculty of Tropical Medicine
    The Faculty of Tropical Medicine is a specialized medical faculty of Mahidol University in Thailand, renowned for its research, education, and clinical work in tropical and infectious diseases.
  • C. James Cook University Division of Tropical Health and Medicine
    James Cook University Division of Tropical Health and Medicine is an academic and research division specializing in health and medical issues relevant to tropical and remote regions, particularly in northern Australia and the Asia-Pacific.
  • D. NOVA Institute of Hygiene and Tropical Medicine
    NOVA Institute of Hygiene and Tropical Medicine is a specialized public health and biomedical research and teaching institution in Lisbon focused on hygiene, tropical medicine, and global health.
  • E. National Centre for Infectious Diseases
    The National Centre for Infectious Diseases is Singapore’s national specialty center dedicated to the management, prevention, and research of infectious diseases and outbreak response.
  • 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: Liverpool School of Tropical Medicine
Triple: [Aintree University Hospital, affiliatedWith, Liverpool School of Tropical Medicine]
Generated description
The Liverpool School of Tropical Medicine is a leading UK institution dedicated to research, education, and clinical work in tropical diseases and global health.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liverpool School of Tropical Medicine
Target entity description: The Liverpool School of Tropical Medicine is a leading UK institution dedicated to research, education, and clinical work in tropical diseases and global health.
  • A. London School of Hygiene & Tropical Medicine
    The London School of Hygiene & Tropical Medicine is a leading postgraduate public health and tropical medicine institution renowned for its research and training in global health.
  • B. Faculty of Tropical Medicine
    The Faculty of Tropical Medicine is a specialized medical faculty of Mahidol University in Thailand, renowned for its research, education, and clinical work in tropical and infectious diseases.
  • C. James Cook University Division of Tropical Health and Medicine
    James Cook University Division of Tropical Health and Medicine is an academic and research division specializing in health and medical issues relevant to tropical and remote regions, particularly in northern Australia and the Asia-Pacific.
  • D. NOVA Institute of Hygiene and Tropical Medicine
    NOVA Institute of Hygiene and Tropical Medicine is a specialized public health and biomedical research and teaching institution in Lisbon focused on hygiene, tropical medicine, and global health.
  • E. National Centre for Infectious Diseases
    The National Centre for Infectious Diseases is Singapore’s national specialty center dedicated to the management, prevention, and research of infectious diseases and outbreak response.
  • 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_69d6aac7953c8190b82caf9d7640fdf9 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e935b85c819085e1abf2dd4099c5 completed April 9, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4cca0d25c8190bfdbe1f6ee3b04cb completed April 19, 2026, 12:37 p.m.
NEDg Description generation batch_69e4d9ec9964819084bd7118e49c41a2 completed April 19, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69e4ddab4ef48190ab7f371da765c6c0 completed April 19, 2026, 1:50 p.m.
Created at: April 8, 2026, 9:31 p.m.