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.