Triple
T5770351
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Agriculture Improvement and Reform Act of 1996 |
E127316
|
entity |
| Predicate | publicLawNumber |
P1117
|
FINISHED |
| Object |
Public Law 104-127
Public Law 104-127 is the official designation of the Federal Agriculture Improvement and Reform Act of 1996, a major U.S. farm bill that overhauled federal agricultural policy and subsidy programs.
|
E545156
|
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 104-127 | Statement: [Federal Agriculture Improvement and Reform Act of 1996, publicLawNumber, Public Law 104-127]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Public Law 104-127 Context triple: [Federal Agriculture Improvement and Reform Act of 1996, publicLawNumber, Public Law 104-127]
-
A.
Public Law 104-106
Public Law 104-106 is a 1996 U.S. defense authorization statute that, among many provisions, established key authorities and requirements for the Department of Defense, including the management and oversight of the Chemical Demilitarization Program.
-
B.
Public Law 104-191
Public Law 104-191 is the U.S. federal statute enacted in 1996 that established the Health Insurance Portability and Accountability Act (HIPAA), setting national standards for health insurance portability, privacy, and security of health information.
-
C.
Public Law 106-274
Public Law 106-274 is a U.S. federal statute enacted in 2000 that protects religious freedom in land use regulations and for individuals in institutions such as prisons and mental health facilities.
-
D.
Public Law 104-193
Public Law 104-193 is the 1996 U.S. federal welfare reform law that overhauled Aid to Families with Dependent Children and created the Temporary Assistance for Needy Families (TANF) program, emphasizing work requirements and time-limited benefits.
-
E.
Public Law 104-208
Public Law 104-208 is a U.S. federal statute, enacted in 1996 as an omnibus appropriations act, that among other provisions established and governs the Assembled Chemical Weapons Alternatives program for the safe destruction of certain chemical weapons stockpiles.
- 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 104-127 Triple: [Federal Agriculture Improvement and Reform Act of 1996, publicLawNumber, Public Law 104-127]
Generated description
Public Law 104-127 is the official designation of the Federal Agriculture Improvement and Reform Act of 1996, a major U.S. farm bill that overhauled federal agricultural policy and subsidy programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Public Law 104-127 Target entity description: Public Law 104-127 is the official designation of the Federal Agriculture Improvement and Reform Act of 1996, a major U.S. farm bill that overhauled federal agricultural policy and subsidy programs.
-
A.
Public Law 104-106
Public Law 104-106 is a 1996 U.S. defense authorization statute that, among many provisions, established key authorities and requirements for the Department of Defense, including the management and oversight of the Chemical Demilitarization Program.
-
B.
Public Law 104-191
Public Law 104-191 is the U.S. federal statute enacted in 1996 that established the Health Insurance Portability and Accountability Act (HIPAA), setting national standards for health insurance portability, privacy, and security of health information.
-
C.
Public Law 106-274
Public Law 106-274 is a U.S. federal statute enacted in 2000 that protects religious freedom in land use regulations and for individuals in institutions such as prisons and mental health facilities.
-
D.
Public Law 104-193
Public Law 104-193 is the 1996 U.S. federal welfare reform law that overhauled Aid to Families with Dependent Children and created the Temporary Assistance for Needy Families (TANF) program, emphasizing work requirements and time-limited benefits.
-
E.
Public Law 104-208
Public Law 104-208 is a U.S. federal statute, enacted in 1996 as an omnibus appropriations act, that among other provisions established and governs the Assembled Chemical Weapons Alternatives program for the safe destruction of certain chemical weapons stockpiles.
- 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_69c00834f6308190851b0abeddd8ed7e |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c029aa877c8190bf6a944f18cca3b8 |
completed | March 22, 2026, 5:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07e648aa881908411a00d48998ecc |
completed | March 22, 2026, 11:42 p.m. |
| NEDg | Description generation | batch_69c089433c488190b617d0106ba5eba9 |
completed | March 23, 2026, 12:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0899063ec8190bb24d9f0d317ffa6 |
completed | March 23, 2026, 12:30 a.m. |
Created at: March 22, 2026, 3:50 p.m.