Triple
T2801052
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Social Security Act amendments |
E53153
|
entity |
| Predicate | notableAmendment |
P5553
|
FINISHED |
| Object |
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.
|
E316675
|
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 Amendments of 1983 | Statement: [Social Security Act amendments, notableAmendment, Social Security Amendments of 1983]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Social Security Amendments of 1983 Context triple: [Social Security Act amendments, notableAmendment, Social Security Amendments of 1983]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Social Security Amendments of 1967
The Social Security Amendments of 1967 were U.S. federal legislation that expanded and modified Social Security and Medicare benefits, including changes to eligibility, payment structures, and health care coverage.
-
E.
Social Security Amendments of 1956
The Social Security Amendments of 1956 were a major U.S. legislative update that, among other changes, first introduced disability insurance benefits into the Social Security program.
- 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 Amendments of 1983 Triple: [Social Security Act amendments, notableAmendment, Social Security Amendments of 1983]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Social Security Amendments of 1983 Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Social Security Amendments of 1967
The Social Security Amendments of 1967 were U.S. federal legislation that expanded and modified Social Security and Medicare benefits, including changes to eligibility, payment structures, and health care coverage.
-
E.
Social Security Amendments of 1956
The Social Security Amendments of 1956 were a major U.S. legislative update that, among other changes, first introduced disability insurance benefits into the Social Security program.
- 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_69ab495a90788190941b6917e1eca3a6 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abde1117148190b0c98f906f1c872e |
completed | March 7, 2026, 8:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b108c7cfd48190b959e60b9e7fc0fa |
completed | March 11, 2026, 6:16 a.m. |
| NEDg | Description generation | batch_69b10d7b6dbc8190be85296aa7eae4ec |
completed | March 11, 2026, 6:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b10ddb79f08190ad4f1d92b8ed5c05 |
completed | March 11, 2026, 6:38 a.m. |
Created at: March 6, 2026, 9:58 p.m.