Triple
T22029295
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Social Security Independence and Program Improvements Act of 1994 |
E544043
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | United States social insurance system |
—
|
NE NERFINISHED |
How this triple was built (2 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: United States social insurance system | Statement: [Social Security Independence and Program Improvements Act of 1994, relatedTo, United States social insurance system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States social insurance system Context triple: [Social Security Independence and Program Improvements Act of 1994, relatedTo, United States social insurance system]
-
A.
United States Social Security system
The United States Social Security system is a federal program that provides retirement, disability, and survivors’ benefits funded primarily through payroll taxes to offer income security for eligible workers and their families.
-
B.
United States welfare state
chosen
The United States welfare state is the collection of federal and state social programs—such as income support, social insurance, and public assistance—designed to reduce poverty, provide economic security, and promote social well-being.
-
C.
Social Insurance and Allied Services
Social Insurance and Allied Services is the formal title of the 1942 Beveridge Report, a landmark British government document that laid the foundations for the modern welfare state and social security system in the United Kingdom.
-
D.
Social Security
Social Security is a U.S. federal program that provides retirement, disability, and survivors’ benefits funded primarily through payroll taxes.
-
E.
United States healthcare system
The United States healthcare system is a complex mix of public and private providers, insurers, and regulators that delivers medical care through a largely market-based structure with significant variations in access, cost, and quality.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e11e2f98c8819083e11eab90942a78 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f127ebf6d48190b84e7a45bbf9049c |
completed | April 28, 2026, 9:34 p.m. |
Created at: April 16, 2026, 8:24 p.m.