Triple
T715472
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Title IV of the Social Security Act |
E14303
|
entity |
| Predicate | containsSubchapter |
P18460
|
FINISHED |
| Object |
Title IV-A of the Social Security Act
Title IV-A of the Social Security Act is the federal statutory subchapter that establishes and governs the Temporary Assistance for Needy Families (TANF) program, providing cash assistance and related support to low-income families with children.
|
E14303
|
NE FINISHED |
How this triple was built (5 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-A of the Social Security Act | Statement: [Title IV of the Social Security Act, containsSubchapter, Title IV-A of the Social Security Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Title IV-A of the Social Security Act Context triple: [Title IV of the Social Security Act, containsSubchapter, Title IV-A of the Social Security Act]
-
A.
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.
-
B.
Title XVIII of the Social Security Act
Title XVIII of the Social Security Act is the section of U.S. federal law that establishes and governs the Medicare program, providing health insurance primarily to people aged 65 and older and certain younger individuals with disabilities.
-
C.
Title XIX of the Social Security Act
Title XIX of the Social Security Act is the federal law that established the Medicaid program, providing medical assistance to low-income individuals and families in the United States.
-
D.
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.
-
E.
Social Security Act amendments
Social Security Act amendments are legislative changes enacted by the U.S. Congress over time to expand, modify, or refine the nation’s Social Security and related social insurance programs.
- 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-A of the Social Security Act Triple: [Title IV of the Social Security Act, containsSubchapter, Title IV-A of the Social Security Act]
Generated description
Title IV-A of the Social Security Act is the federal statutory subchapter that establishes and governs the Temporary Assistance for Needy Families (TANF) program, providing cash assistance and related support to low-income families with children.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Title IV-A of the Social Security Act Target entity description: Title IV-A of the Social Security Act is the federal statutory subchapter that establishes and governs the Temporary Assistance for Needy Families (TANF) program, providing cash assistance and related support to low-income families with children.
-
A.
Title IV of the Social Security Act
chosen
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.
-
B.
Title XVIII of the Social Security Act
Title XVIII of the Social Security Act is the section of U.S. federal law that establishes and governs the Medicare program, providing health insurance primarily to people aged 65 and older and certain younger individuals with disabilities.
-
C.
Title XIX of the Social Security Act
Title XIX of the Social Security Act is the federal law that established the Medicaid program, providing medical assistance to low-income individuals and families in the United States.
-
D.
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.
-
E.
Social Security Act amendments
Social Security Act amendments are legislative changes enacted by the U.S. Congress over time to expand, modify, or refine the nation’s Social Security and related social insurance programs.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: containsSubchapter Context triple: [Title IV of the Social Security Act, containsSubchapter, Title IV-A of the Social Security Act]
-
A.
containsChapter
Indicates that one entity (typically a larger work or document) includes another entity as a chapter within its structure.
-
B.
hasLocalChaptersIn
Indicates that an organization maintains one or more local chapters or branches within a specified geographic area or location.
-
C.
hasSubdiscipline
Indicates that one discipline includes another, more specialized field of study as a subordinate branch.
-
D.
hasSect
Indicates that an entity includes, contains, or is associated with a particular sect or subgroup within a larger religious, ideological, or organizational context.
-
E.
chapterInvoked
Indicates that one chapter is formally brought into effect, referenced, or applied within a particular legal, procedural, or narrative context.
- F. None of above. chosen
Provenance (7 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_69a4934a36e081909e7abef98b898a4e |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a574b4d881908b6d0be386081efd |
completed | March 1, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5dcb5578c8190b5380f1994fdb4d2 |
completed | March 2, 2026, 6:53 p.m. |
| NEDg | Description generation | batch_69a601200cb08190927e83db83b3affe |
completed | March 2, 2026, 9:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a601b8ee908190b7e617efe34f3d7a |
completed | March 2, 2026, 9:31 p.m. |
| PD | Predicate disambiguation | batch_69a4a4f38898819089d79bad4f4ff2d2 |
completed | March 1, 2026, 8:43 p.m. |
| PDg | Predicate description generation | batch_69a4a57267c481909790a1fda3fced08 |
completed | March 1, 2026, 8:45 p.m. |
Created at: March 1, 2026, 7:37 p.m.