Triple
T85255
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aid to Dependent Children |
E1715
|
entity |
| Predicate | legalForm |
P64
|
FINISHED |
| Object |
Title IV of the Social Security Act
Title IV of the Social Security Act is the federal statutory framework that established and governs cash assistance and related welfare programs for low-income families with children in the United States.
|
E14303
|
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: Title IV of the Social Security Act | Statement: [Aid to Dependent Children, legalForm, Title IV of the Social Security Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Title IV of the Social Security Act Context triple: [Aid to Dependent Children, legalForm, Title IV of the Social Security Act]
-
A.
Title IX of the Social Security Act
Title IX of the Social Security Act is the federal statutory framework that established the unemployment compensation system in cooperation with the states as part of the New Deal social welfare reforms.
-
B.
Social Security Act of 1935
The Social Security Act of 1935 is a landmark U.S. New Deal law that established a federal system of old-age pensions, unemployment insurance, and aid to vulnerable groups, forming the foundation of the modern American social safety net.
-
C.
Social Security Amendments of 1965
The Social Security Amendments of 1965 were landmark U.S. legislation that created the Medicare and Medicaid programs, significantly expanding federal health insurance coverage for the elderly and low-income individuals.
-
D.
Social Security Amendments of 1950
The Social Security Amendments of 1950 were a major U.S. legislative overhaul that significantly expanded Social Security coverage, increased benefits, and extended the program to many previously excluded workers.
-
E.
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.
- 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: Title IV of the Social Security Act Triple: [Aid to Dependent Children, legalForm, Title IV of the Social Security Act]
Generated description
Title IV of the Social Security Act is the federal statutory framework that established and governs cash assistance and related welfare programs for low-income families with children in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Title IV of the Social Security Act Target entity description: Title IV of the Social Security Act is the federal statutory framework that established and governs cash assistance and related welfare programs for low-income families with children in the United States.
-
A.
Title IX of the Social Security Act
Title IX of the Social Security Act is the federal statutory framework that established the unemployment compensation system in cooperation with the states as part of the New Deal social welfare reforms.
-
B.
Social Security Act of 1935
The Social Security Act of 1935 is a landmark U.S. New Deal law that established a federal system of old-age pensions, unemployment insurance, and aid to vulnerable groups, forming the foundation of the modern American social safety net.
-
C.
Social Security Amendments of 1965
The Social Security Amendments of 1965 were landmark U.S. legislation that created the Medicare and Medicaid programs, significantly expanding federal health insurance coverage for the elderly and low-income individuals.
-
D.
Social Security Amendments of 1950
The Social Security Amendments of 1950 were a major U.S. legislative overhaul that significantly expanded Social Security coverage, increased benefits, and extended the program to many previously excluded workers.
-
E.
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.
- 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_69a24c8150408190910a693eb51c1f71 |
completed | Feb. 28, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69a24f4fa22c819096152bb577e11fa6 |
completed | Feb. 28, 2026, 2:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a29e45d6488190bc982137255c79f9 |
completed | Feb. 28, 2026, 7:50 a.m. |
| NEDg | Description generation | batch_69a2a04b1d008190aa1b353cb239de69 |
completed | Feb. 28, 2026, 7:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2a17dd35c81909b90cae5ad204aae |
completed | Feb. 28, 2026, 8:04 a.m. |
Created at: Feb. 28, 2026, 2:06 a.m.