Triple

T20399126
Position Surface form Disambiguated ID Type / Status
Subject CCSQ E500285 entity
Predicate parentOrganization P254 FINISHED
Object CMS
The Centers for Medicare & Medicaid Services (CMS) is the U.S. federal agency that administers major national health programs including Medicare, Medicaid, and the Children’s Health Insurance Program.
E116580 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: CMS | Statement: [CCSQ, parentOrganization, CMS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CMS
Context triple: [CCSQ, parentOrganization, CMS]
  • A. CMS
    CMS is the U.S. federal agency within the Department of Health and Human Services that administers major national healthcare programs including Medicare, Medicaid, and the Children’s Health Insurance Program.
  • B. CMS
    CMS is the standard abbreviation for the Chicago Manual of Style, a widely used guide for writing, editing, and citation in publishing and academia.
  • C. CMS
    The Canadian Mathematical Society is a professional organization that promotes the advancement, discovery, learning, and application of mathematics in Canada.
  • D. CMS
    CMS is a historic Anglican evangelical mission organization founded in 1799 that has supported global Christian missionary work, education, and social development.
  • E. CMS
    CMS is a highly competitive examination in India conducted by the Union Public Service Commission to recruit medical officers for various government organizations and services.
  • 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: CMS
Triple: [CCSQ, parentOrganization, CMS]
Generated description
The Centers for Medicare & Medicaid Services (CMS) is the U.S. federal agency that administers major national health programs including Medicare, Medicaid, and the Children’s Health Insurance Program.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CMS
Target entity description: The Centers for Medicare & Medicaid Services (CMS) is the U.S. federal agency that administers major national health programs including Medicare, Medicaid, and the Children’s Health Insurance Program.
  • A. CMS chosen
    CMS is the U.S. federal agency within the Department of Health and Human Services that administers major national healthcare programs including Medicare, Medicaid, and the Children’s Health Insurance Program.
  • B. CMS
    CMS is a highly competitive examination in India conducted by the Union Public Service Commission to recruit medical officers for various government organizations and services.
  • C. CMS
    CMS is an abbreviation commonly used for the Court Management Section, an administrative unit responsible for overseeing and coordinating court operations and procedures.
  • D. CMS
    CMS is the collective athletics program representing Claremont McKenna, Harvey Mudd, and Scripps Colleges in NCAA Division III competition.
  • E. CMS
    CMS is the standard abbreviation for the Chicago Manual of Style, a widely used guide for writing, editing, and citation in publishing and academia.
  • 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_69e0b4a81bec8190b69adfdc1336a015 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6798cf04481909f183c4c75fe6d52 completed April 20, 2026, 7:07 p.m.
NED1 Entity disambiguation (via context triple) batch_6a087b17960081908497556574011fd3 completed May 16, 2026, 2:11 p.m.
NEDg Description generation batch_6a088014c30c8190937586dc3f23862e completed May 16, 2026, 2:32 p.m.
NED2 Entity disambiguation (via description) batch_6a08810e37c08190bd7e8b584204064c completed May 16, 2026, 2:37 p.m.
Created at: April 16, 2026, 11:29 a.m.