Triple

T13513979
Position Surface form Disambiguated ID Type / Status
Subject Richard Saul Wurman E322709 entity
Predicate notableWork P4 FINISHED
Object Understanding Healthcare
Understanding Healthcare is a book by information architect Richard Saul Wurman that explains the complexities of the healthcare system in clear, accessible terms for the general public.
E1045850 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: Understanding Healthcare | Statement: [Richard Saul Wurman, notableWork, Understanding Healthcare]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Understanding Healthcare
Context triple: [Richard Saul Wurman, notableWork, Understanding Healthcare]
  • A. Healthcare, Guaranteed
    "Healthcare, Guaranteed" is a policy-focused book by bioethicist Ezekiel Emanuel that proposes a comprehensive, universal health care reform plan for the United States.
  • B. Health and Social Care
    Health and Social Care is a ministerial portfolio on the Isle of Man responsible for overseeing public health services and social care provision.
  • C. Health of the sick
    "Health of the sick" is a Marian title in Catholic devotion that invokes the Virgin Mary as a compassionate intercessor and source of comfort and healing for the ill.
  • D. Health Solutions
    Health Solutions is a business segment of Aon Corporation that provides consulting and services focused on employee health benefits, risk management, and related healthcare solutions for organizations.
  • E. U.S. Healthcare
    U.S. Healthcare is the Walgreens Boots Alliance division focused on providing healthcare services, pharmacy solutions, and related clinical offerings across the United States.
  • 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: Understanding Healthcare
Triple: [Richard Saul Wurman, notableWork, Understanding Healthcare]
Generated description
Understanding Healthcare is a book by information architect Richard Saul Wurman that explains the complexities of the healthcare system in clear, accessible terms for the general public.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Understanding Healthcare
Target entity description: Understanding Healthcare is a book by information architect Richard Saul Wurman that explains the complexities of the healthcare system in clear, accessible terms for the general public.
  • A. Healthcare, Guaranteed
    "Healthcare, Guaranteed" is a policy-focused book by bioethicist Ezekiel Emanuel that proposes a comprehensive, universal health care reform plan for the United States.
  • B. Health and Social Care
    Health and Social Care is a ministerial portfolio on the Isle of Man responsible for overseeing public health services and social care provision.
  • C. Health of the sick
    "Health of the sick" is a Marian title in Catholic devotion that invokes the Virgin Mary as a compassionate intercessor and source of comfort and healing for the ill.
  • D. Health Solutions
    Health Solutions is a business segment of Aon Corporation that provides consulting and services focused on employee health benefits, risk management, and related healthcare solutions for organizations.
  • E. U.S. Healthcare
    U.S. Healthcare is the Walgreens Boots Alliance division focused on providing healthcare services, pharmacy solutions, and related clinical offerings across the United States.
  • 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_69d80766a21881909f21a1b7421d3b8a completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaf87ca288190a147fbdb2f90985f completed April 12, 2026, 2:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75494642881909f33962afe26f427 completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f758b29cd4819093cecff5cfefc98f completed May 3, 2026, 2:16 p.m.
NED2 Entity disambiguation (via description) batch_69f7593d74cc819099c5d39ae09c3f70 completed May 3, 2026, 2:18 p.m.
Created at: April 9, 2026, 9:44 p.m.