Triple

T5906669
Position Surface form Disambiguated ID Type / Status
Subject Hal Morgenstern E131356 entity
Predicate hasPublishedIn P309 FINISHED
Object Epidemiology (journal)
Epidemiology is a leading peer-reviewed scientific journal that publishes research on the distribution and determinants of health and disease in populations.
 E555813 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: Epidemiology (journal) | Statement: [Hal Morgenstern, hasPublishedIn, Epidemiology (journal)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Epidemiology (journal)
Context triple: [Hal Morgenstern, hasPublishedIn, Epidemiology (journal)]
  • A. American Journal of Epidemiology
    The American Journal of Epidemiology is a leading peer-reviewed scientific journal that publishes research on the distribution and determinants of health and disease in human populations.
  • B. Journal of Clinical Epidemiology
    The Journal of Clinical Epidemiology is a peer-reviewed medical journal focusing on research methods and applied studies in clinical epidemiology and health outcomes.
  • C. Epidemiologisches Bulletin
    Epidemiologisches Bulletin is a German public health and epidemiology periodical that provides official reports, analyses, and recommendations on infectious diseases and other health threats.
  • D. Epidemiology Section
    The Epidemiology Section is a professional member group within the American Public Health Association that focuses on advancing epidemiologic research, practice, and policy to improve public health.
  • E. American Journal of Public Health
    The American Journal of Public Health is a leading peer-reviewed journal that publishes research and commentary on public health practice, policy, and research.
  • 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: Epidemiology (journal)
Triple: [Hal Morgenstern, hasPublishedIn, Epidemiology (journal)]
Generated description
Epidemiology is a leading peer-reviewed scientific journal that publishes research on the distribution and determinants of health and disease in populations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Epidemiology (journal)
Target entity description: Epidemiology is a leading peer-reviewed scientific journal that publishes research on the distribution and determinants of health and disease in populations.
  • A. American Journal of Epidemiology
    The American Journal of Epidemiology is a leading peer-reviewed scientific journal that publishes research on the distribution and determinants of health and disease in human populations.
  • B. Journal of Clinical Epidemiology
    The Journal of Clinical Epidemiology is a peer-reviewed medical journal focusing on research methods and applied studies in clinical epidemiology and health outcomes.
  • C. Epidemiologisches Bulletin
    Epidemiologisches Bulletin is a German public health and epidemiology periodical that provides official reports, analyses, and recommendations on infectious diseases and other health threats.
  • D. Epidemiology Section
    The Epidemiology Section is a professional member group within the American Public Health Association that focuses on advancing epidemiologic research, practice, and policy to improve public health.
  • E. American Journal of Public Health
    The American Journal of Public Health is a leading peer-reviewed journal that publishes research and commentary on public health practice, policy, and research.
  • 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_69c0085864a88190a569c05ff7d65f29 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03772d9dc8190899fe49ef887e685 completed March 22, 2026, 6:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c00e25f88190a5eb68ee234e4f6c completed March 23, 2026, 4:22 a.m.
NEDg Description generation batch_69c0c1db6d548190ba4be143aa7c7905 completed March 23, 2026, 4:30 a.m.
NED2 Entity disambiguation (via description) batch_69c0c2bdd44881909aa85589d31e771a completed March 23, 2026, 4:34 a.m.
Created at: March 22, 2026, 3:59 p.m.