Triple

T5906668
Position Surface form Disambiguated ID Type / Status
Subject Hal Morgenstern E131356 entity
Predicate hasPublishedIn P309 FINISHED
Object 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.
 E553219 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: American Journal of Epidemiology | Statement: [Hal Morgenstern, hasPublishedIn, American Journal of Epidemiology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: American Journal of Epidemiology
Context triple: [Hal Morgenstern, hasPublishedIn, American Journal of Epidemiology]
  • A. 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.
  • B. Environment and Lifestyle Epidemiology
    Environment and Lifestyle Epidemiology is a research program that investigates how environmental exposures and lifestyle factors influence the risk and development of cancer in human populations.
  • 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. Cancer Epidemiology, Biomarkers & Prevention
    Cancer Epidemiology, Biomarkers & Prevention is a peer-reviewed scientific journal focusing on research into the causes, prevention, and early detection of cancer through epidemiologic and biomarker studies.
  • E. Journal of the American Medical Association
    The Journal of the American Medical Association (JAMA) is a leading peer-reviewed medical journal that publishes original research, reviews, and commentary across all fields of clinical medicine and health policy.
  • 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: American Journal of Epidemiology
Triple: [Hal Morgenstern, hasPublishedIn, American Journal of Epidemiology]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: American Journal of Epidemiology
Target entity description: 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.
  • A. 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.
  • B. Environment and Lifestyle Epidemiology
    Environment and Lifestyle Epidemiology is a research program that investigates how environmental exposures and lifestyle factors influence the risk and development of cancer in human populations.
  • 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. Cancer Epidemiology, Biomarkers & Prevention
    Cancer Epidemiology, Biomarkers & Prevention is a peer-reviewed scientific journal focusing on research into the causes, prevention, and early detection of cancer through epidemiologic and biomarker studies.
  • E. Journal of the American Medical Association
    The Journal of the American Medical Association (JAMA) is a leading peer-reviewed medical journal that publishes original research, reviews, and commentary across all fields of clinical medicine and health policy.
  • 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_69c0b16ba6c881908e9a909bf86ea92d completed March 23, 2026, 3:20 a.m.
NEDg Description generation batch_69c0b2751c2081908c8d47c9c0c26e84 completed March 23, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69c0b2d6d5688190936858046377d192 completed March 23, 2026, 3:26 a.m.
Created at: March 22, 2026, 3:59 p.m.