Triple
T2435873
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Personal Responsibility and Work Opportunity Reconciliation Act of 1996 |
E52957
|
entity |
| Predicate | includesTitle |
P3254
|
FINISHED |
| Object |
Title IV—Child Support Enforcement
Title IV—Child Support Enforcement is a section of U.S. federal law that establishes and governs programs to locate noncustodial parents, establish paternity, and enforce child support obligations.
|
E266514
|
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—Child Support Enforcement | Statement: [Personal Responsibility and Work Opportunity Reconciliation Act of 1996, includesTitle, Title IV—Child Support Enforcement]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Title IV—Child Support Enforcement Context triple: [Personal Responsibility and Work Opportunity Reconciliation Act of 1996, includesTitle, Title IV—Child Support Enforcement]
-
A.
Title IV
Title IV is a section of the Superfund Amendments and Reauthorization Act of 1986 that establishes specific provisions and requirements related to emergency planning and community right-to-know about hazardous chemicals.
-
B.
Title IV
Title IV is a section of U.S. federal education law that provides funding and guidelines to support student enrichment, safety, and access to well-rounded educational opportunities in elementary and secondary schools.
-
C.
Office of Child Support Services
The Office of Child Support Services is a federal division that oversees and supports state and tribal programs to establish, enforce, and collect child support for families.
-
D.
McKinney-Vento Homeless Assistance Act
The McKinney-Vento Homeless Assistance Act is a key U.S. federal law that provides funding and protections to address homelessness, including ensuring educational access and support for children and youth experiencing homelessness.
-
E.
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.
- 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—Child Support Enforcement Triple: [Personal Responsibility and Work Opportunity Reconciliation Act of 1996, includesTitle, Title IV—Child Support Enforcement]
Generated description
Title IV—Child Support Enforcement is a section of U.S. federal law that establishes and governs programs to locate noncustodial parents, establish paternity, and enforce child support obligations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Title IV—Child Support Enforcement Target entity description: Title IV—Child Support Enforcement is a section of U.S. federal law that establishes and governs programs to locate noncustodial parents, establish paternity, and enforce child support obligations.
-
A.
Title IV
Title IV is a section of the Superfund Amendments and Reauthorization Act of 1986 that establishes specific provisions and requirements related to emergency planning and community right-to-know about hazardous chemicals.
-
B.
Title IV
Title IV is a section of U.S. federal education law that provides funding and guidelines to support student enrichment, safety, and access to well-rounded educational opportunities in elementary and secondary schools.
-
C.
Office of Child Support Services
The Office of Child Support Services is a federal division that oversees and supports state and tribal programs to establish, enforce, and collect child support for families.
-
D.
McKinney-Vento Homeless Assistance Act
The McKinney-Vento Homeless Assistance Act is a key U.S. federal law that provides funding and protections to address homelessness, including ensuring educational access and support for children and youth experiencing homelessness.
-
E.
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.
- 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_69ab4959bcc0819083246f9fb10439e3 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abc9cd49b48190bff10a5ab7cef483 |
completed | March 7, 2026, 6:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aebf6e23088190b0ce2feaa3eddda4 |
completed | March 9, 2026, 12:39 p.m. |
| NEDg | Description generation | batch_69aec7eb422c8190a568a8e1e98cbca8 |
completed | March 9, 2026, 1:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aecc1438588190a87c15cbfe48ba7f |
completed | March 9, 2026, 1:33 p.m. |
Created at: March 6, 2026, 9:43 p.m.