Triple
T11484999
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Workforce Investment Act of 1998 |
E272251
|
entity |
| Predicate | publicLawNumber |
P1117
|
FINISHED |
| Object |
Public Law 105-220
Public Law 105-220 is the federal statute that enacted the Workforce Investment Act of 1998, overhauling and consolidating U.S. job training and workforce development programs.
|
E928687
|
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: Public Law 105-220 | Statement: [Workforce Investment Act of 1998, publicLawNumber, Public Law 105-220]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Public Law 105-220 Context triple: [Workforce Investment Act of 1998, publicLawNumber, Public Law 105-220]
-
A.
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.
-
B.
Public Law 102-240
Public Law 102-240 is the formal designation of the Intermodal Surface Transportation Efficiency Act of 1991, a landmark U.S. federal law that restructured surface transportation policy and funding.
-
C.
Public Law 107-204
Public Law 107-204 is the formal designation of the Sarbanes–Oxley Act of 2002, a landmark U.S. federal law that overhauled corporate governance and financial reporting standards to combat accounting fraud.
-
D.
Public Law 105-292
Public Law 105-292 is the U.S. federal statute commonly known as the International Religious Freedom Act of 1998, which established mechanisms to promote and monitor religious freedom worldwide as a core component of American foreign policy.
-
E.
Public Law 105-304
Public Law 105-304 is the 1998 U.S. federal statute that enacted the Digital Millennium Copyright Act, implementing key international copyright treaties and establishing modern rules for digital rights management and online service provider liability.
- 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: Public Law 105-220 Triple: [Workforce Investment Act of 1998, publicLawNumber, Public Law 105-220]
Generated description
Public Law 105-220 is the federal statute that enacted the Workforce Investment Act of 1998, overhauling and consolidating U.S. job training and workforce development programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Public Law 105-220 Target entity description: Public Law 105-220 is the federal statute that enacted the Workforce Investment Act of 1998, overhauling and consolidating U.S. job training and workforce development programs.
-
A.
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.
-
B.
Public Law 102-240
Public Law 102-240 is the formal designation of the Intermodal Surface Transportation Efficiency Act of 1991, a landmark U.S. federal law that restructured surface transportation policy and funding.
-
C.
Public Law 107-204
Public Law 107-204 is the formal designation of the Sarbanes–Oxley Act of 2002, a landmark U.S. federal law that overhauled corporate governance and financial reporting standards to combat accounting fraud.
-
D.
Public Law 105-292
Public Law 105-292 is the U.S. federal statute commonly known as the International Religious Freedom Act of 1998, which established mechanisms to promote and monitor religious freedom worldwide as a core component of American foreign policy.
-
E.
Public Law 105-304
Public Law 105-304 is the 1998 U.S. federal statute that enacted the Digital Millennium Copyright Act, implementing key international copyright treaties and establishing modern rules for digital rights management and online service provider liability.
- 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_69d6aae1b09881909ce2ded3fa0c14fa |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d85a1ea00c8190b42cdc13a6bc61c3 |
completed | April 10, 2026, 2:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e60451a89081909f9534fee6cb809f |
completed | April 20, 2026, 10:47 a.m. |
| NEDg | Description generation | batch_69e610a5ea0481908169c58dc0831b76 |
completed | April 20, 2026, 11:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e6182b06f88190ab36d976ac989019 |
completed | April 20, 2026, 12:12 p.m. |
Created at: April 8, 2026, 9:36 p.m.