Triple

T19916448
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Medical Society E478676 entity
Predicate publishes P80 FINISHED
Object NEJM AI
NEJM AI is a peer-reviewed medical journal from the publishers of the New England Journal of Medicine that focuses on the development, evaluation, and clinical application of artificial intelligence in healthcare.
 E1402047 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: NEJM AI | Statement: [Massachusetts Medical Society, publishes, NEJM AI]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NEJM AI
Context triple: [Massachusetts Medical Society, publishes, NEJM AI]
  • A. JAMA Network
    JAMA Network is a collection of peer-reviewed medical journals published by the American Medical Association that covers a wide range of clinical and health policy research.
  • B. New England Journal of Medicine
    The New England Journal of Medicine is a leading peer‑reviewed medical journal renowned worldwide for publishing high-impact clinical research and authoritative reviews that shape modern medical practice.
  • C. 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.
  • D. Jameel Clinic for Machine Learning in Health
    The Jameel Clinic for Machine Learning in Health is an MIT research center focused on applying artificial intelligence and machine learning to transform disease prevention, diagnosis, and treatment.
  • E. Medscape
    Medscape is a leading online platform that provides medical news, clinical information, and educational resources for healthcare professionals.
  • 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: NEJM AI
Triple: [Massachusetts Medical Society, publishes, NEJM AI]
Generated description
NEJM AI is a peer-reviewed medical journal from the publishers of the New England Journal of Medicine that focuses on the development, evaluation, and clinical application of artificial intelligence in healthcare.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NEJM AI
Target entity description: NEJM AI is a peer-reviewed medical journal from the publishers of the New England Journal of Medicine that focuses on the development, evaluation, and clinical application of artificial intelligence in healthcare.
  • A. JAMA Network
    JAMA Network is a collection of peer-reviewed medical journals published by the American Medical Association that covers a wide range of clinical and health policy research.
  • B. New England Journal of Medicine
    The New England Journal of Medicine is a leading peer‑reviewed medical journal renowned worldwide for publishing high-impact clinical research and authoritative reviews that shape modern medical practice.
  • C. 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.
  • D. Jameel Clinic for Machine Learning in Health
    The Jameel Clinic for Machine Learning in Health is an MIT research center focused on applying artificial intelligence and machine learning to transform disease prevention, diagnosis, and treatment.
  • E. Medscape
    Medscape is a leading online platform that provides medical news, clinical information, and educational resources for healthcare professionals.
  • 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_69d8e521855c8190b41871700afc8d6a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e65994f4608190b79771ddea1040f5 completed April 20, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ea52592481909419476f335b6046 completed May 16, 2026, 3:53 a.m.
NEDg Description generation batch_6a07f2c7dec48190a698509098479a56 completed May 16, 2026, 4:30 a.m.
NED2 Entity disambiguation (via description) batch_6a07f376f5388190989a0460528945df completed May 16, 2026, 4:32 a.m.
Created at: April 10, 2026, 1:53 p.m.