Triple
T13867192
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Law 106-554 |
E333354
|
entity |
| Predicate | containsAct |
P79729
|
FINISHED |
| Object |
Labor, Health and Human Services, and Education Appropriations Act, 2001
The Labor, Health and Human Services, and Education Appropriations Act, 2001 is a U.S. federal law that allocated annual funding for the Departments of Labor, Health and Human Services, and Education and related agencies for fiscal year 2001.
|
E1066656
|
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: Labor, Health and Human Services, and Education Appropriations Act, 2001 | Statement: [Public Law 106-554, containsAct, Labor, Health and Human Services, and Education Appropriations Act, 2001]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Labor, Health and Human Services, and Education Appropriations Act, 2001 Context triple: [Public Law 106-554, containsAct, Labor, Health and Human Services, and Education Appropriations Act, 2001]
-
A.
Treasury and General Government Appropriations Act, 2001
The Treasury and General Government Appropriations Act, 2001 is a U.S. federal appropriations law that funded the Department of the Treasury and related agencies for fiscal year 2001 and served as the legislative vehicle for provisions such as the Information Quality Act.
-
B.
Omnibus Consolidated Appropriations Act of 1997
The Omnibus Consolidated Appropriations Act of 1997 was a comprehensive U.S. federal spending bill that bundled multiple appropriations and policy measures, including major immigration reforms, into a single piece of legislation.
-
C.
Public Law 108-21
Public Law 108-21 is a 2003 U.S. federal statute, known as the PROTECT Act, that strengthened laws against child exploitation and abuse, including tougher penalties and expanded investigative tools.
-
D.
Public Law 105-206
Public Law 105-206 is a major 1998 U.S. federal statute that overhauled the Internal Revenue Service, strengthened taxpayer rights, and implemented significant tax administration reforms.
-
E.
Public Law 105-261
Public Law 105-261 is a U.S. defense authorization statute that, among many provisions, directed the development and implementation of alternative technologies for the destruction of the nation’s stockpile of assembled chemical weapons.
- 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: Labor, Health and Human Services, and Education Appropriations Act, 2001 Triple: [Public Law 106-554, containsAct, Labor, Health and Human Services, and Education Appropriations Act, 2001]
Generated description
The Labor, Health and Human Services, and Education Appropriations Act, 2001 is a U.S. federal law that allocated annual funding for the Departments of Labor, Health and Human Services, and Education and related agencies for fiscal year 2001.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Labor, Health and Human Services, and Education Appropriations Act, 2001 Target entity description: The Labor, Health and Human Services, and Education Appropriations Act, 2001 is a U.S. federal law that allocated annual funding for the Departments of Labor, Health and Human Services, and Education and related agencies for fiscal year 2001.
-
A.
Treasury and General Government Appropriations Act, 2001
The Treasury and General Government Appropriations Act, 2001 is a U.S. federal appropriations law that funded the Department of the Treasury and related agencies for fiscal year 2001 and served as the legislative vehicle for provisions such as the Information Quality Act.
-
B.
Omnibus Consolidated Appropriations Act of 1997
The Omnibus Consolidated Appropriations Act of 1997 was a comprehensive U.S. federal spending bill that bundled multiple appropriations and policy measures, including major immigration reforms, into a single piece of legislation.
-
C.
Public Law 108-21
Public Law 108-21 is a 2003 U.S. federal statute, known as the PROTECT Act, that strengthened laws against child exploitation and abuse, including tougher penalties and expanded investigative tools.
-
D.
Public Law 105-206
Public Law 105-206 is a major 1998 U.S. federal statute that overhauled the Internal Revenue Service, strengthened taxpayer rights, and implemented significant tax administration reforms.
-
E.
Public Law 105-261
Public Law 105-261 is a U.S. defense authorization statute that, among many provisions, directed the development and implementation of alternative technologies for the destruction of the nation’s stockpile of assembled chemical weapons.
- 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_69d81c5ced9c8190b0e9bcc6effe5959 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2aa428ac819084e7c4b244d15f20 |
completed | April 14, 2026, 11:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c1039128819086cfe9f966b9f142 |
completed | May 3, 2026, 9:41 p.m. |
| NEDg | Description generation | batch_69f7c1e7efd88190ac07472647da69e7 |
completed | May 3, 2026, 9:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7c33c2f34819084502d5f03f09ddd |
completed | May 3, 2026, 9:50 p.m. |
Created at: April 9, 2026, 10:14 p.m.