Triple

T11356036
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Pharmaceutical Sciences, Chulalongkorn University E268952 entity
Predicate locatedInOrganization P40 FINISHED
Object Chulalongkorn University Health Sciences group
Chulalongkorn University Health Sciences group is a cluster of health-related faculties and institutes within Chulalongkorn University that collaboratively focus on education, research, and services in the health sciences.
E921310 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: Chulalongkorn University Health Sciences group | Statement: [Faculty of Pharmaceutical Sciences, Chulalongkorn University, locatedInOrganization, Chulalongkorn University Health Sciences group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chulalongkorn University Health Sciences group
Context triple: [Faculty of Pharmaceutical Sciences, Chulalongkorn University, locatedInOrganization, Chulalongkorn University Health Sciences group]
  • A. Mahidol University
    Mahidol University is one of Thailand’s leading research-intensive universities, renowned especially for its excellence in medicine, health sciences, and related fields.
  • B. Faculty of Medicine Siriraj Hospital
    The Faculty of Medicine Siriraj Hospital is a leading medical school and teaching hospital in Thailand, renowned for its clinical education, research, and healthcare services.
  • C. Chulalongkorn University Council
    The Chulalongkorn University Council is the highest governing body of Chulalongkorn University, responsible for setting its policies, strategic direction, and overall administrative oversight.
  • D. King Chulalongkorn Memorial Hospital
    King Chulalongkorn Memorial Hospital is a major public teaching and referral hospital in Bangkok, Thailand, renowned for its advanced medical services and role in medical education and research.
  • E. Chulalongkorn University
    Chulalongkorn University is Thailand’s oldest and one of its most prestigious universities, renowned for its research, academic excellence, and leadership in higher education 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: Chulalongkorn University Health Sciences group
Triple: [Faculty of Pharmaceutical Sciences, Chulalongkorn University, locatedInOrganization, Chulalongkorn University Health Sciences group]
Generated description
Chulalongkorn University Health Sciences group is a cluster of health-related faculties and institutes within Chulalongkorn University that collaboratively focus on education, research, and services in the health sciences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chulalongkorn University Health Sciences group
Target entity description: Chulalongkorn University Health Sciences group is a cluster of health-related faculties and institutes within Chulalongkorn University that collaboratively focus on education, research, and services in the health sciences.
  • A. Mahidol University
    Mahidol University is one of Thailand’s leading research-intensive universities, renowned especially for its excellence in medicine, health sciences, and related fields.
  • B. Faculty of Medicine Siriraj Hospital
    The Faculty of Medicine Siriraj Hospital is a leading medical school and teaching hospital in Thailand, renowned for its clinical education, research, and healthcare services.
  • C. Chulalongkorn University Council
    The Chulalongkorn University Council is the highest governing body of Chulalongkorn University, responsible for setting its policies, strategic direction, and overall administrative oversight.
  • D. King Chulalongkorn Memorial Hospital
    King Chulalongkorn Memorial Hospital is a major public teaching and referral hospital in Bangkok, Thailand, renowned for its advanced medical services and role in medical education and research.
  • E. Chulalongkorn University
    Chulalongkorn University is Thailand’s oldest and one of its most prestigious universities, renowned for its research, academic excellence, and leadership in higher education in Southeast Asia.
  • 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_69d6aacbe18081909e5fadb50082dd96 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea419afc8190b3a93141d015ebdf completed April 9, 2026, 6:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5564d5a8c81908bddbf3f771370f7 completed April 19, 2026, 10:25 p.m.
NEDg Description generation batch_69e562bb085c8190942766d12d838798 completed April 19, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69e569f0e6948190b285ca84aca03771 completed April 19, 2026, 11:49 p.m.
Created at: April 8, 2026, 9:33 p.m.