Triple

T19916446
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Medical Society E478676 entity
Predicate publishes P80 FINISHED
Object NEJM Catalyst
NEJM Catalyst is a health care journal and online platform focused on innovation, quality improvement, and leadership in clinical practice and health systems.
 E1402046 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 Catalyst | Statement: [Massachusetts Medical Society, publishes, NEJM Catalyst]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NEJM Catalyst
Context triple: [Massachusetts Medical Society, publishes, NEJM Catalyst]
  • A. 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.
  • B. 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.
  • C. Medscape
    Medscape is a leading online platform that provides medical news, clinical information, and educational resources for healthcare professionals.
  • D. 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.
  • E. Clinical Practices of the University of Pennsylvania
    Clinical Practices of the University of Pennsylvania is the faculty practice plan and outpatient clinical arm of Penn Medicine, providing patient care across a wide range of specialties in collaboration with the University of Pennsylvania’s health system.
  • 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 Catalyst
Triple: [Massachusetts Medical Society, publishes, NEJM Catalyst]
Generated description
NEJM Catalyst is a health care journal and online platform focused on innovation, quality improvement, and leadership in clinical practice and health systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NEJM Catalyst
Target entity description: NEJM Catalyst is a health care journal and online platform focused on innovation, quality improvement, and leadership in clinical practice and health systems.
  • A. 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.
  • B. 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.
  • C. Medscape
    Medscape is a leading online platform that provides medical news, clinical information, and educational resources for healthcare professionals.
  • D. 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.
  • E. Clinical Practices of the University of Pennsylvania
    Clinical Practices of the University of Pennsylvania is the faculty practice plan and outpatient clinical arm of Penn Medicine, providing patient care across a wide range of specialties in collaboration with the University of Pennsylvania’s health system.
  • 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.