Triple
T14298388
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bankruptcy Act of 1898 |
E354497
|
entity |
| Predicate | amendedBy |
P1121
|
FINISHED |
| Object |
Chandler Act of 1938
The Chandler Act of 1938 was a major U.S. bankruptcy reform law that overhauled and modernized corporate and individual reorganization procedures during the New Deal era.
|
E1091965
|
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: Chandler Act of 1938 | Statement: [Bankruptcy Act of 1898, amendedBy, Chandler Act of 1938]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chandler Act of 1938 Context triple: [Bankruptcy Act of 1898, amendedBy, Chandler Act of 1938]
-
A.
Wheeler–Howard Act
The Wheeler–Howard Act, formally known as the Indian Reorganization Act of 1934, is a U.S. federal law that ended the allotment of tribal lands and aimed to restore tribal self-government and communal landholding for Native American tribes.
-
B.
Esch–Cummins Act
The Esch–Cummins Act was a 1920 U.S. federal law that returned railroads from government control to private operation while strengthening federal regulation and promoting industry consolidation.
-
C.
Hepburn Act
The Hepburn Act was a 1906 U.S. federal law that significantly strengthened the Interstate Commerce Commission’s power to regulate railroad rates and practices as part of Theodore Roosevelt’s Progressive Era reforms.
-
D.
Wheeler-Rayburn Act
The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
-
E.
McFadden Act of 1927
The McFadden Act of 1927 was a U.S. federal law that regulated national banks’ branching and effectively restricted interstate banking, helping to shape the geographically fragmented structure of American banking for much of the 20th century.
- 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: Chandler Act of 1938 Triple: [Bankruptcy Act of 1898, amendedBy, Chandler Act of 1938]
Generated description
The Chandler Act of 1938 was a major U.S. bankruptcy reform law that overhauled and modernized corporate and individual reorganization procedures during the New Deal era.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chandler Act of 1938 Target entity description: The Chandler Act of 1938 was a major U.S. bankruptcy reform law that overhauled and modernized corporate and individual reorganization procedures during the New Deal era.
-
A.
Wheeler–Howard Act
The Wheeler–Howard Act, formally known as the Indian Reorganization Act of 1934, is a U.S. federal law that ended the allotment of tribal lands and aimed to restore tribal self-government and communal landholding for Native American tribes.
-
B.
Esch–Cummins Act
The Esch–Cummins Act was a 1920 U.S. federal law that returned railroads from government control to private operation while strengthening federal regulation and promoting industry consolidation.
-
C.
Hepburn Act
The Hepburn Act was a 1906 U.S. federal law that significantly strengthened the Interstate Commerce Commission’s power to regulate railroad rates and practices as part of Theodore Roosevelt’s Progressive Era reforms.
-
D.
Wheeler-Rayburn Act
The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
-
E.
McFadden Act of 1927
The McFadden Act of 1927 was a U.S. federal law that regulated national banks’ branching and effectively restricted interstate banking, helping to shape the geographically fragmented structure of American banking for much of the 20th century.
- 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_69d8278e17088190b328c5a9d4be74ff |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de717cfc948190ace5f1c91283b1c3 |
completed | April 14, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd3d2697648190beade47df424a9e5 |
completed | May 8, 2026, 1:32 a.m. |
| NEDg | Description generation | batch_69fd41335b308190b1d49b214d5206a1 |
completed | May 8, 2026, 1:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd41fcd8b08190802e54e1c18b58e2 |
completed | May 8, 2026, 1:53 a.m. |
Created at: April 10, 2026, 1:11 a.m.