Triple

T12980171
Position Surface form Disambiguated ID Type / Status
Subject American Association for the Study of Liver Diseases E321632 entity
Predicate publishes P80 FINISHED
Object Hepatology
Hepatology is a leading peer-reviewed medical journal focusing on liver biology, diseases, and their clinical management.
E1013867 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: Hepatology | Statement: [American Association for the Study of Liver Diseases, publishes, Hepatology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hepatology
Context triple: [American Association for the Study of Liver Diseases, publishes, Hepatology]
  • A. American Association for the Study of Liver Diseases
    The American Association for the Study of Liver Diseases is a professional medical society focused on advancing research, education, and clinical practice in hepatology and liver-related diseases.
  • B. Department of Gastroenterology
    The Department of Gastroenterology is a clinical and research unit specializing in the diagnosis and treatment of digestive system diseases at Shanghai Jiao Tong University Affiliated Ruijin Hospital.
  • C. Department of Gastroenterology
    The Department of Gastroenterology at AIIMS Delhi is a leading Indian medical center specializing in the diagnosis, treatment, and research of digestive system diseases.
  • D. Department of Gastroenterology
    The Department of Gastroenterology at Kyoto University's Graduate School of Medicine is a clinical and research division specializing in the study, diagnosis, and treatment of digestive system diseases.
  • E. Department of Gastroenterology
    The Department of Gastroenterology is a clinical and research unit specializing in diseases of the digestive system at the University Medical Center Göttingen.
  • 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: Hepatology
Triple: [American Association for the Study of Liver Diseases, publishes, Hepatology]
Generated description
Hepatology is a leading peer-reviewed medical journal focusing on liver biology, diseases, and their clinical management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hepatology
Target entity description: Hepatology is a leading peer-reviewed medical journal focusing on liver biology, diseases, and their clinical management.
  • A. American Association for the Study of Liver Diseases
    The American Association for the Study of Liver Diseases is a professional medical society focused on advancing research, education, and clinical practice in hepatology and liver-related diseases.
  • B. Department of Gastroenterology
    The Department of Gastroenterology is a clinical and research unit specializing in the diagnosis and treatment of digestive system diseases at Shanghai Jiao Tong University Affiliated Ruijin Hospital.
  • C. Department of Gastroenterology
    The Department of Gastroenterology at AIIMS Delhi is a leading Indian medical center specializing in the diagnosis, treatment, and research of digestive system diseases.
  • D. Department of Gastroenterology
    The Department of Gastroenterology at Kyoto University's Graduate School of Medicine is a clinical and research division specializing in the study, diagnosis, and treatment of digestive system diseases.
  • E. Department of Gastroenterology
    The Department of Gastroenterology is a clinical and research unit specializing in diseases of the digestive system at the University Medical Center Göttingen.
  • 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_69d80763bd6c819094437da5b20b01d2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e5b993481908f94fe096ade441b completed April 10, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8f200c88190a2aab15373cbedf5 completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6ba0904e8819098bae29961bf0046 completed May 3, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb7a0ae08190813411fa677430aa completed May 3, 2026, 3:05 a.m.
Created at: April 9, 2026, 8:39 p.m.