Triple

T12980174
Position Surface form Disambiguated ID Type / Status
Subject American Association for the Study of Liver Diseases E321632 entity
Predicate publishes P80 FINISHED
Object Hepatology Communications
Hepatology Communications is a peer-reviewed open-access medical journal focusing on liver disease research and clinical practice.
E1013870 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 Communications | Statement: [American Association for the Study of Liver Diseases, publishes, Hepatology Communications]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hepatology Communications
Context triple: [American Association for the Study of Liver Diseases, publishes, Hepatology Communications]
  • 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. hepatitis C virus
    Hepatitis C virus is a bloodborne RNA virus that primarily infects the liver, often causing chronic hepatitis, cirrhosis, and an increased risk of liver cancer.
  • C. HFLD
    HFLD is a shorthand reference to Luke Bryan’s country song “Huntin’, Fishin’ and Lovin’ Every Day,” which celebrates an outdoors-oriented, small-town lifestyle.
  • D. Division of Gastroenterology and Hepatology, Johns Hopkins University
    The Division of Gastroenterology and Hepatology at Johns Hopkins University is a leading academic and clinical unit specializing in the research, diagnosis, and treatment of digestive and liver diseases.
  • E. HCC
    HCC is the stock ticker symbol for HCC Insurance Holdings, a specialty insurance company that provides a range of niche insurance products and services.
  • 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 Communications
Triple: [American Association for the Study of Liver Diseases, publishes, Hepatology Communications]
Generated description
Hepatology Communications is a peer-reviewed open-access medical journal focusing on liver disease research and clinical practice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hepatology Communications
Target entity description: Hepatology Communications is a peer-reviewed open-access medical journal focusing on liver disease research and clinical practice.
  • 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. hepatitis C virus
    Hepatitis C virus is a bloodborne RNA virus that primarily infects the liver, often causing chronic hepatitis, cirrhosis, and an increased risk of liver cancer.
  • C. HFLD
    HFLD is a shorthand reference to Luke Bryan’s country song “Huntin’, Fishin’ and Lovin’ Every Day,” which celebrates an outdoors-oriented, small-town lifestyle.
  • D. Division of Gastroenterology and Hepatology, Johns Hopkins University
    The Division of Gastroenterology and Hepatology at Johns Hopkins University is a leading academic and clinical unit specializing in the research, diagnosis, and treatment of digestive and liver diseases.
  • E. HCC
    HCC is the stock ticker symbol for HCC Insurance Holdings, a specialty insurance company that provides a range of niche insurance products and services.
  • 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.