Triple

T18491375
Position Surface form Disambiguated ID Type / Status
Subject Royal College of Physicians E451823 entity
Predicate hasPublication P80 FINISHED
Object Future Healthcare Journal
Future Healthcare Journal is a peer-reviewed medical journal published by the Royal College of Physicians that focuses on innovation, policy, and future developments in healthcare delivery and systems.
E1328309 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: Future Healthcare Journal | Statement: [Royal College of Physicians, hasPublication, Future Healthcare Journal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Future Healthcare Journal
Context triple: [Royal College of Physicians, hasPublication, Future Healthcare Journal]
  • A. Advance Publications
    Advance Publications is a major American media conglomerate that owns a wide range of newspapers, magazines, digital media companies, and stakes in technology platforms.
  • B. Fast Healthcare Interoperability Resources
    Fast Healthcare Interoperability Resources (FHIR) is a modern, web-based standard for exchanging electronic healthcare information between systems in a consistent and interoperable way.
  • C. The National Health
    The National Health is a satirical stage play by British dramatist Peter Nichols that critiques the state of the National Health Service through dark comedy set in a chaotic hospital ward.
  • D. Medscape
    Medscape is a leading online platform that provides medical news, clinical information, and educational resources for healthcare professionals.
  • E. Vital Signs publications
    Vital Signs publications are an annual series of data-rich reports produced by the Worldwatch Institute that track key global environmental, economic, and social trends.
  • 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: Future Healthcare Journal
Triple: [Royal College of Physicians, hasPublication, Future Healthcare Journal]
Generated description
Future Healthcare Journal is a peer-reviewed medical journal published by the Royal College of Physicians that focuses on innovation, policy, and future developments in healthcare delivery and systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Future Healthcare Journal
Target entity description: Future Healthcare Journal is a peer-reviewed medical journal published by the Royal College of Physicians that focuses on innovation, policy, and future developments in healthcare delivery and systems.
  • A. Advance Publications
    Advance Publications is a major American media conglomerate that owns a wide range of newspapers, magazines, digital media companies, and stakes in technology platforms.
  • B. Fast Healthcare Interoperability Resources
    Fast Healthcare Interoperability Resources (FHIR) is a modern, web-based standard for exchanging electronic healthcare information between systems in a consistent and interoperable way.
  • C. The National Health
    The National Health is a satirical stage play by British dramatist Peter Nichols that critiques the state of the National Health Service through dark comedy set in a chaotic hospital ward.
  • D. Medscape
    Medscape is a leading online platform that provides medical news, clinical information, and educational resources for healthcare professionals.
  • E. Vital Signs publications
    Vital Signs publications are an annual series of data-rich reports produced by the Worldwatch Institute that track key global environmental, economic, and social trends.
  • 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_69d8d3855d50819097fc8561b0299dd9 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e531dcac3c8190b2ebd129ca7f368d completed April 19, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_6a04713c21c48190bc34746e0d5f75b4 completed May 13, 2026, 12:40 p.m.
NEDg Description generation batch_6a04863e4f4c8190a79373a9cd510ed5 completed May 13, 2026, 2:10 p.m.
NED2 Entity disambiguation (via description) batch_6a0486f4ec3c81908fc7189c03b63ddb completed May 13, 2026, 2:13 p.m.
Created at: April 10, 2026, 11:35 a.m.