Triple

T2801115

Position	Surface form	Disambiguated ID	Type / Status
Subject	Supplemental Security Income	`E53154`	entity
Predicate	distinctFrom	`P1612`	FINISHED
Object	Social Security retirement benefits Social Security retirement benefits are monthly payments from the U.S. Social Security program that provide income to eligible workers and their dependents after the worker retires, based on their prior earnings and work history.	`E299664`	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 retirement benefits | Statement: [Supplemental Security Income, distinctFrom, Social Security retirement benefits]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Social Security retirement benefits
Context triple: [Supplemental Security Income, distinctFrom, Social Security retirement benefits]

A. Supplemental Security Income
Supplemental Security Income is a U.S. federal needs-based program that provides monthly cash benefits to low-income individuals who are aged, blind, or disabled.
B. Social Security Administration
The Social Security Administration is an independent U.S. government agency that oversees and delivers retirement, disability, and survivors’ benefits to eligible individuals.
C. Social Security Disability Insurance
Social Security Disability Insurance is a U.S. federal program that provides monthly income benefits to eligible workers who become disabled and can no longer engage in substantial gainful employment.
D. Social Security Board
The Social Security Board was the federal agency originally established to administer and oversee the United States' Social Security program, including the registration of workers and the distribution of benefits.
E. Social Security wage base limit
The Social Security wage base limit is the maximum annual amount of a worker’s earnings that is subject to Social Security payroll taxes, above which no additional Social Security tax is owed.
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 retirement benefits
Triple: [Supplemental Security Income, distinctFrom, Social Security retirement benefits]

Generated description

Social Security retirement benefits are monthly payments from the U.S. Social Security program that provide income to eligible workers and their dependents after the worker retires, based on their prior earnings and work history.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Social Security retirement benefits
Target entity description: Social Security retirement benefits are monthly payments from the U.S. Social Security program that provide income to eligible workers and their dependents after the worker retires, based on their prior earnings and work history.

A. Supplemental Security Income
Supplemental Security Income is a U.S. federal needs-based program that provides monthly cash benefits to low-income individuals who are aged, blind, or disabled.
B. Social Security Administration
The Social Security Administration is an independent U.S. government agency that oversees and delivers retirement, disability, and survivors’ benefits to eligible individuals.
C. Social Security Disability Insurance
Social Security Disability Insurance is a U.S. federal program that provides monthly income benefits to eligible workers who become disabled and can no longer engage in substantial gainful employment.
D. Social Security Board
The Social Security Board was the federal agency originally established to administer and oversee the United States' Social Security program, including the registration of workers and the distribution of benefits.
E. Social Security wage base limit
The Social Security wage base limit is the maximum annual amount of a worker’s earnings that is subject to Social Security payroll taxes, above which no additional Social Security tax is owed.
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_69afc66d1e488190a4b85decfb38097f`	completed	March 10, 2026, 7:21 a.m.
NEDg	Description generation	`batch_69afc8b12b848190ad514eed2d26a90f`	completed	March 10, 2026, 7:30 a.m.
NED2	Entity disambiguation (via description)	`batch_69afc9413e1881908fc091b98913e1cf`	completed	March 10, 2026, 7:33 a.m.

Created at: March 6, 2026, 9:58 p.m.