Triple

T20273427
Position Surface form Disambiguated ID Type / Status
Subject Albert Schweitzer Prize for Humanitarianism E502947 entity
Predicate hasRecipient P108 FINISHED
Object Donald Berwick and the Institute for Healthcare Improvement
Donald Berwick and the Institute for Healthcare Improvement are prominent leaders in advancing patient-centered healthcare quality and safety worldwide through innovative improvement strategies and system redesign.
E1422213 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: Donald Berwick and the Institute for Healthcare Improvement | Statement: [Albert Schweitzer Prize for Humanitarianism, hasRecipient, Donald Berwick and the Institute for Healthcare Improvement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Donald Berwick and the Institute for Healthcare Improvement
Context triple: [Albert Schweitzer Prize for Humanitarianism, hasRecipient, Donald Berwick and the Institute for Healthcare Improvement]
  • A. Atul Gawande
    Atul Gawande is an American surgeon, public health researcher, and bestselling author known for his influential books and essays on medicine, ethics, and healthcare systems.
  • B. Joseph M. Juran
    Joseph M. Juran was a pioneering management consultant and quality expert whose work on quality control, the "Juran Trilogy," and the concept of fitness for use helped shape modern quality management practices worldwide.
  • C. W. Edwards Deming
    W. Edwards Deming was an American statistician, professor, and management consultant renowned for pioneering modern quality management and continuous improvement practices in industry.
  • D. Harlan Krumholz
    Harlan Krumholz is an American cardiologist and health outcomes researcher known for his work on quality of care, patient-centered outcomes, and healthcare transparency.
  • E. Philip W. Crosby
    Philip W. Crosby was an American public official who served as a key financial administrator for the Commonwealth of Massachusetts in the late 19th century.
  • 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: Donald Berwick and the Institute for Healthcare Improvement
Triple: [Albert Schweitzer Prize for Humanitarianism, hasRecipient, Donald Berwick and the Institute for Healthcare Improvement]
Generated description
Donald Berwick and the Institute for Healthcare Improvement are prominent leaders in advancing patient-centered healthcare quality and safety worldwide through innovative improvement strategies and system redesign.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Donald Berwick and the Institute for Healthcare Improvement
Target entity description: Donald Berwick and the Institute for Healthcare Improvement are prominent leaders in advancing patient-centered healthcare quality and safety worldwide through innovative improvement strategies and system redesign.
  • A. Atul Gawande
    Atul Gawande is an American surgeon, public health researcher, and bestselling author known for his influential books and essays on medicine, ethics, and healthcare systems.
  • B. Joseph M. Juran
    Joseph M. Juran was a pioneering management consultant and quality expert whose work on quality control, the "Juran Trilogy," and the concept of fitness for use helped shape modern quality management practices worldwide.
  • C. W. Edwards Deming
    W. Edwards Deming was an American statistician, professor, and management consultant renowned for pioneering modern quality management and continuous improvement practices in industry.
  • D. Harlan Krumholz
    Harlan Krumholz is an American cardiologist and health outcomes researcher known for his work on quality of care, patient-centered outcomes, and healthcare transparency.
  • E. Philip W. Crosby
    Philip W. Crosby was an American public official who served as a key financial administrator for the Commonwealth of Massachusetts in the late 19th century.
  • 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_69e0b4b0e79c8190bd61f22ef1329fa8 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e675e104f081909d17c1963a5db528 completed April 20, 2026, 6:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a085a1eeed881909fdda6e5e044216e completed May 16, 2026, 11:50 a.m.
NEDg Description generation batch_6a085ac5b5f4819083c4d12e9cabc758 completed May 16, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_6a085bc0781c81909fc53a83291badc0 completed May 16, 2026, 11:57 a.m.
Created at: April 16, 2026, 10:28 a.m.