Triple
T3391845
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bankruptcy Reform Act of 1978 |
E71437
|
entity |
| Predicate | publicLawNumber |
P1117
|
FINISHED |
| Object |
Public Law 95-598
Public Law 95-598 is the formal designation of the Bankruptcy Reform Act of 1978, a major U.S. federal statute that comprehensively overhauled the nation’s bankruptcy system.
|
E354496
|
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 95-598 | Statement: [Bankruptcy Reform Act of 1978, publicLawNumber, Public Law 95-598]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Public Law 95-598 Context triple: [Bankruptcy Reform Act of 1978, publicLawNumber, Public Law 95-598]
-
A.
Public Law 93-495
Public Law 93-495 is a 1974 U.S. federal statute that, among other financial reforms, enacted the Equal Credit Opportunity Act to prohibit discrimination in credit transactions.
-
B.
Public Law 96-95
Public Law 96-95 is the 1979 U.S. federal statute, known as the Archaeological Resources Protection Act, that safeguards archaeological resources on public and Indian lands.
-
C.
Public Law 95-523
Public Law 95-523 is the formal designation of the Full Employment and Balanced Growth Act of 1978, a U.S. federal law aimed at promoting full employment, economic growth, and reasonable price stability.
-
D.
Public Law 99-499
Public Law 99-499 is a U.S. federal statute enacted in 1986 that, among other provisions, established the Emergency Planning and Community Right-to-Know Act to improve community safety through hazardous chemical reporting and emergency planning requirements.
-
E.
Public Law 96-515
Public Law 96-515 is a 1980 U.S. federal statute that significantly revised and strengthened the National Historic Preservation Act to enhance the protection and management of the nation’s historic and archaeological resources.
- 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 95-598 Triple: [Bankruptcy Reform Act of 1978, publicLawNumber, Public Law 95-598]
Generated description
Public Law 95-598 is the formal designation of the Bankruptcy Reform Act of 1978, a major U.S. federal statute that comprehensively overhauled the nation’s bankruptcy system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Public Law 95-598 Target entity description: Public Law 95-598 is the formal designation of the Bankruptcy Reform Act of 1978, a major U.S. federal statute that comprehensively overhauled the nation’s bankruptcy system.
-
A.
Public Law 93-495
Public Law 93-495 is a 1974 U.S. federal statute that, among other financial reforms, enacted the Equal Credit Opportunity Act to prohibit discrimination in credit transactions.
-
B.
Public Law 96-95
Public Law 96-95 is the 1979 U.S. federal statute, known as the Archaeological Resources Protection Act, that safeguards archaeological resources on public and Indian lands.
-
C.
Public Law 95-523
Public Law 95-523 is the formal designation of the Full Employment and Balanced Growth Act of 1978, a U.S. federal law aimed at promoting full employment, economic growth, and reasonable price stability.
-
D.
Public Law 99-499
Public Law 99-499 is a U.S. federal statute enacted in 1986 that, among other provisions, established the Emergency Planning and Community Right-to-Know Act to improve community safety through hazardous chemical reporting and emergency planning requirements.
-
E.
Public Law 96-515
Public Law 96-515 is a 1980 U.S. federal statute that significantly revised and strengthened the National Historic Preservation Act to enhance the protection and management of the nation’s historic and archaeological resources.
- 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_69ad85a9c4a88190a854019341cb3b60 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb850594c81909b6f8a384fc98cb2 |
completed | March 8, 2026, 5:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b34bc62c788190b6097e02601df386 |
completed | March 12, 2026, 11:27 p.m. |
| NEDg | Description generation | batch_69b34e45a6c08190a0011eaa60f3d50a |
completed | March 12, 2026, 11:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b34eba517881908806b1ac285448ff |
completed | March 12, 2026, 11:39 p.m. |
Created at: March 8, 2026, 3:14 p.m.