Triple

T3617960
Position Surface form Disambiguated ID Type / Status
Subject Alexandria Ocasio-Cortez E76647 entity
Predicate supports P516 FINISHED
Object Medicare for All
Medicare for All is a proposed U.S. healthcare system that would establish a single, government-run insurance program providing universal coverage to all residents.
E373907 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: Medicare for All | Statement: [Alexandria Ocasio-Cortez, supports, Medicare for All]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Medicare for All
Context triple: [Alexandria Ocasio-Cortez, supports, Medicare for All]
  • A. Affordable Care Act
    The Affordable Care Act is a landmark U.S. healthcare reform law enacted in 2010 that expanded health insurance coverage, introduced consumer protections, and sought to reduce overall healthcare costs.
  • B. Medicare (national public health insurance)
    Medicare is Australia’s publicly funded universal health insurance scheme that provides residents with access to free or subsidized medical, hospital, and pharmaceutical services.
  • C. Green New Deal
    The Green New Deal is a proposed U.S. policy framework that links aggressive climate action with large-scale economic and social reforms aimed at achieving net-zero emissions while promoting jobs and equity.
  • D. Medicare (Canada)
    Medicare (Canada) is the publicly funded, universal healthcare system that provides medically necessary hospital and physician services to residents across Canada.
  • E. Medicare trust funds
    Medicare trust funds are federal financial accounts that collect dedicated revenues and disburse payments to support the Medicare program’s health coverage for eligible beneficiaries.
  • 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: Medicare for All
Triple: [Alexandria Ocasio-Cortez, supports, Medicare for All]
Generated description
Medicare for All is a proposed U.S. healthcare system that would establish a single, government-run insurance program providing universal coverage to all residents.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Medicare for All
Target entity description: Medicare for All is a proposed U.S. healthcare system that would establish a single, government-run insurance program providing universal coverage to all residents.
  • A. Affordable Care Act
    The Affordable Care Act is a landmark U.S. healthcare reform law enacted in 2010 that expanded health insurance coverage, introduced consumer protections, and sought to reduce overall healthcare costs.
  • B. Medicare (national public health insurance)
    Medicare is Australia’s publicly funded universal health insurance scheme that provides residents with access to free or subsidized medical, hospital, and pharmaceutical services.
  • C. Green New Deal
    The Green New Deal is a proposed U.S. policy framework that links aggressive climate action with large-scale economic and social reforms aimed at achieving net-zero emissions while promoting jobs and equity.
  • D. Medicare (Canada)
    Medicare (Canada) is the publicly funded, universal healthcare system that provides medically necessary hospital and physician services to residents across Canada.
  • E. Medicare trust funds
    Medicare trust funds are federal financial accounts that collect dedicated revenues and disburse payments to support the Medicare program’s health coverage for eligible beneficiaries.
  • 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_69ad85dae2fc81908d1ceadbc6af0089 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc27dd030819083d34fee0c06612a completed March 8, 2026, 6:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4331a82688190add137b1f68c955e completed March 13, 2026, 3:54 p.m.
NEDg Description generation batch_69b438135e8c81909c56e1c04499268b completed March 13, 2026, 4:15 p.m.
NED2 Entity disambiguation (via description) batch_69b4388a1ecc81908e1de9f8bcfc008d completed March 13, 2026, 4:17 p.m.
Created at: March 8, 2026, 3:23 p.m.