Triple

T9698602
Position Surface form Disambiguated ID Type / Status
Subject Harvey V. Fineberg E234715 entity
Predicate notableWork P4 FINISHED
Object Decision-Making in Clinical Medicine
"Decision-Making in Clinical Medicine" is a seminal work that examines how clinicians can systematically apply evidence, probability, and risk-benefit analysis to make more rational and effective medical decisions.
E212552 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: Decision-Making in Clinical Medicine | Statement: [Harvey V. Fineberg, notableWork, Decision-Making in Clinical Medicine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Decision-Making in Clinical Medicine
Context triple: [Harvey V. Fineberg, notableWork, Decision-Making in Clinical Medicine]
  • A. 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.
  • B. Letters to a Young Physician
    Letters to a Young Physician is a 19th-century medical advice book in which James Jackson offers practical guidance and ethical reflections for early-career doctors.
  • C. Statistical Decision Functions
    Statistical Decision Functions is a foundational work in decision theory and statistics that systematically develops the theory of optimal decision-making under uncertainty.
  • D. Clinical Negligence Scheme for General Practice
    The Clinical Negligence Scheme for General Practice is a state-backed indemnity scheme in England that provides cover for clinical negligence claims arising from NHS general practice services.
  • E. Anatomy of an Illness as Perceived by the Patient
    Anatomy of an Illness as Perceived by the Patient is a landmark autobiographical book by Norman Cousins that explores the role of positive attitude, humor, and patient involvement in the healing process.
  • 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: Decision-Making in Clinical Medicine
Triple: [Harvey V. Fineberg, notableWork, Decision-Making in Clinical Medicine]
Generated description
"Decision-Making in Clinical Medicine" is a seminal work that examines how clinicians can systematically apply evidence, probability, and risk-benefit analysis to make more rational and effective medical decisions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Decision-Making in Clinical Medicine
Target entity description: "Decision-Making in Clinical Medicine" is a seminal work that examines how clinicians can systematically apply evidence, probability, and risk-benefit analysis to make more rational and effective medical decisions.
  • A. 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.
  • B. Letters to a Young Physician
    Letters to a Young Physician is a 19th-century medical advice book in which James Jackson offers practical guidance and ethical reflections for early-career doctors.
  • C. Statistical Decision Functions chosen
    Statistical Decision Functions is a foundational work in decision theory and statistics that systematically develops the theory of optimal decision-making under uncertainty.
  • D. Clinical Negligence Scheme for General Practice
    The Clinical Negligence Scheme for General Practice is a state-backed indemnity scheme in England that provides cover for clinical negligence claims arising from NHS general practice services.
  • E. Anatomy of an Illness as Perceived by the Patient
    Anatomy of an Illness as Perceived by the Patient is a landmark autobiographical book by Norman Cousins that explores the role of positive attitude, humor, and patient involvement in the healing process.
  • F. None of above.

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_69ca84cb580c8190a7e5f4b3bcdaf2a4 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9d3d425c8190b652d84186b5ce9f completed April 1, 2026, 10:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1912a551c8190bd6b48790f117f71 completed April 4, 2026, 10:31 p.m.
NEDg Description generation batch_69d193d8dd7c819094ca47105c3135e6 completed April 4, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69d1943d67988190aac089266d2d4abc completed April 4, 2026, 10:44 p.m.
Created at: March 30, 2026, 8:18 p.m.