Triple
T5769403
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Commissioner of Social Security |
E127289
|
entity |
| Predicate | createdBy |
P806
|
FINISHED |
| Object |
Social Security Independence and Program Improvements Act of 1994
The Social Security Independence and Program Improvements Act of 1994 is a U.S. federal law that restructured Social Security administration by establishing the Social Security Administration as an independent agency and enhancing the management and delivery of its programs.
|
E544043
|
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: Social Security Independence and Program Improvements Act of 1994 | Statement: [Commissioner of Social Security, createdBy, Social Security Independence and Program Improvements Act of 1994]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Social Security Independence and Program Improvements Act of 1994 Context triple: [Commissioner of Social Security, createdBy, Social Security Independence and Program Improvements Act of 1994]
-
A.
Social Security Amendments of 1994
The Social Security Amendments of 1994 were U.S. federal legislation that made significant changes to the Social Security program, including reforms to its financing and administration to help ensure its long-term solvency.
-
B.
Social Security Amendments of 1983
The Social Security Amendments of 1983 were a major U.S. reform law that stabilized Social Security’s finances through measures such as gradually raising the retirement age, increasing payroll taxes, and taxing some Social Security benefits.
-
C.
Social Security Amendments of 1977
The Social Security Amendments of 1977 were U.S. federal legislation that overhauled the Social Security benefit formula and financing to correct prior calculation errors and improve the program’s long-term solvency.
-
D.
Social Security Amendments of 1972
The Social Security Amendments of 1972 were a major U.S. federal law that expanded and restructured Social Security, notably creating the Supplemental Security Income (SSI) program and introducing automatic cost-of-living adjustments for benefits.
-
E.
Social Security Amendments of 1954
The Social Security Amendments of 1954 were a major U.S. legislative update that broadened Social Security coverage and benefits, including extending protection to additional categories of workers and strengthening the program’s financial base.
- 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: Social Security Independence and Program Improvements Act of 1994 Triple: [Commissioner of Social Security, createdBy, Social Security Independence and Program Improvements Act of 1994]
Generated description
The Social Security Independence and Program Improvements Act of 1994 is a U.S. federal law that restructured Social Security administration by establishing the Social Security Administration as an independent agency and enhancing the management and delivery of its programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Social Security Independence and Program Improvements Act of 1994 Target entity description: The Social Security Independence and Program Improvements Act of 1994 is a U.S. federal law that restructured Social Security administration by establishing the Social Security Administration as an independent agency and enhancing the management and delivery of its programs.
-
A.
Social Security Amendments of 1994
The Social Security Amendments of 1994 were U.S. federal legislation that made significant changes to the Social Security program, including reforms to its financing and administration to help ensure its long-term solvency.
-
B.
Social Security Amendments of 1983
The Social Security Amendments of 1983 were a major U.S. reform law that stabilized Social Security’s finances through measures such as gradually raising the retirement age, increasing payroll taxes, and taxing some Social Security benefits.
-
C.
Social Security Amendments of 1977
The Social Security Amendments of 1977 were U.S. federal legislation that overhauled the Social Security benefit formula and financing to correct prior calculation errors and improve the program’s long-term solvency.
-
D.
Social Security Amendments of 1972
The Social Security Amendments of 1972 were a major U.S. federal law that expanded and restructured Social Security, notably creating the Supplemental Security Income (SSI) program and introducing automatic cost-of-living adjustments for benefits.
-
E.
Social Security Amendments of 1954
The Social Security Amendments of 1954 were a major U.S. legislative update that broadened Social Security coverage and benefits, including extending protection to additional categories of workers and strengthening the program’s financial base.
- 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_69c00834f6308190851b0abeddd8ed7e |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c029aa877c8190bf6a944f18cca3b8 |
completed | March 22, 2026, 5:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07e61127c8190833e279403af6605 |
completed | March 22, 2026, 11:42 p.m. |
| NEDg | Description generation | batch_69c08cc5c48481909c1ac21d586b3263 |
completed | March 23, 2026, 12:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c08d42cac88190b6cd454e8c31a4ef |
completed | March 23, 2026, 12:45 a.m. |
Created at: March 22, 2026, 3:50 p.m.