Triple

T1047721
Position Surface form Disambiguated ID Type / Status
Subject U.S. News & World Report E22620 entity
Predicate product P490 FINISHED
Object U.S. News Best Hospitals
U.S. News Best Hospitals is an annual ranking and evaluation of hospitals in the United States that assesses their performance across various specialties, procedures, and conditions to guide patients in finding high-quality medical care.
 E119757 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: U.S. News Best Hospitals | Statement: [U.S. News & World Report, product, U.S. News Best Hospitals]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. News Best Hospitals
Context triple: [U.S. News & World Report, product, U.S. News Best Hospitals]
  • A. Agency for Healthcare Research and Quality
    The Agency for Healthcare Research and Quality is a U.S. federal agency that conducts and supports research to improve the quality, safety, efficiency, and effectiveness of healthcare for all Americans.
  • B. NYC Health + Hospitals facilities
    NYC Health + Hospitals facilities are public healthcare centers and hospitals operated by New York City’s municipal health system, providing medical services to residents across the five boroughs.
  • C. UNC Hospitals
    UNC Hospitals is a major academic medical center affiliated with the University of North Carolina at Chapel Hill, providing comprehensive healthcare services, research, and medical education.
  • D. Joint Commission
    The Joint Commission is an independent, nonprofit organization that accredits and certifies healthcare organizations and programs in the United States to promote quality and patient safety.
  • E. Johns Hopkins Hospital
    Johns Hopkins Hospital is a renowned academic medical center in Baltimore, Maryland, recognized globally for its pioneering research, advanced clinical care, and role in training physicians.
  • 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: U.S. News Best Hospitals
Triple: [U.S. News & World Report, product, U.S. News Best Hospitals]
Generated description
U.S. News Best Hospitals is an annual ranking and evaluation of hospitals in the United States that assesses their performance across various specialties, procedures, and conditions to guide patients in finding high-quality medical care.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. News Best Hospitals
Target entity description: U.S. News Best Hospitals is an annual ranking and evaluation of hospitals in the United States that assesses their performance across various specialties, procedures, and conditions to guide patients in finding high-quality medical care.
  • A. Agency for Healthcare Research and Quality
    The Agency for Healthcare Research and Quality is a U.S. federal agency that conducts and supports research to improve the quality, safety, efficiency, and effectiveness of healthcare for all Americans.
  • B. NYC Health + Hospitals facilities
    NYC Health + Hospitals facilities are public healthcare centers and hospitals operated by New York City’s municipal health system, providing medical services to residents across the five boroughs.
  • C. UNC Hospitals
    UNC Hospitals is a major academic medical center affiliated with the University of North Carolina at Chapel Hill, providing comprehensive healthcare services, research, and medical education.
  • D. Joint Commission
    The Joint Commission is an independent, nonprofit organization that accredits and certifies healthcare organizations and programs in the United States to promote quality and patient safety.
  • E. Johns Hopkins Hospital
    Johns Hopkins Hospital is a renowned academic medical center in Baltimore, Maryland, recognized globally for its pioneering research, advanced clinical care, and role in training physicians.
  • 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_69a493da02e081908c13ff5e02a0fe7a completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b84d30888190b66f7245d781957d completed March 1, 2026, 10:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bcb65d08190b2ea04b6de3bb39b completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3ce6228881908f429cb0a016a17a completed March 7, 2026, 2:57 p.m.
NED2 Entity disambiguation (via description) batch_69ac3d3ed140819087ede15c555e2f4d completed March 7, 2026, 2:59 p.m.
Created at: March 1, 2026, 7:42 p.m.