Triple
T8782064
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Law 106-50 |
E208753
|
entity |
| Predicate | amends |
P1121
|
FINISHED |
| Object |
Small Business Investment Act of 1958
The Small Business Investment Act of 1958 is a U.S. federal law that created programs to provide financing and investment capital to small businesses, primarily through the establishment of Small Business Investment Companies (SBICs).
|
E756774
|
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: Small Business Investment Act of 1958 | Statement: [Public Law 106-50, amends, Small Business Investment Act of 1958]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Small Business Investment Act of 1958 Context triple: [Public Law 106-50, amends, Small Business Investment Act of 1958]
-
A.
Small Business Act of 1958
The Small Business Act of 1958 is a landmark U.S. federal law that established comprehensive support and protections for small businesses, including strengthening the role and authority of the Small Business Administration.
-
B.
Small Business Act of 1953
The Small Business Act of 1953 is a landmark U.S. federal law that created the Small Business Administration and established a framework of programs and protections to support and promote small businesses.
-
C.
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.
-
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.
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.
- 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: Small Business Investment Act of 1958 Triple: [Public Law 106-50, amends, Small Business Investment Act of 1958]
Generated description
The Small Business Investment Act of 1958 is a U.S. federal law that created programs to provide financing and investment capital to small businesses, primarily through the establishment of Small Business Investment Companies (SBICs).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Small Business Investment Act of 1958 Target entity description: The Small Business Investment Act of 1958 is a U.S. federal law that created programs to provide financing and investment capital to small businesses, primarily through the establishment of Small Business Investment Companies (SBICs).
-
A.
Small Business Act of 1958
The Small Business Act of 1958 is a landmark U.S. federal law that established comprehensive support and protections for small businesses, including strengthening the role and authority of the Small Business Administration.
-
B.
Small Business Act of 1953
The Small Business Act of 1953 is a landmark U.S. federal law that created the Small Business Administration and established a framework of programs and protections to support and promote small businesses.
-
C.
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.
-
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.
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.
- 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_69ca835fbee88190bf625939bac48d7f |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5f7155b081908891e84b704f0ebf |
completed | March 31, 2026, 11:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf51e9d97c8190a947848fdaa5b67d |
completed | April 3, 2026, 5:36 a.m. |
| NEDg | Description generation | batch_69cf5323b7c08190819de236e01ce9d3 |
completed | April 3, 2026, 5:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf54a056408190bd536f79e3ec33be |
completed | April 3, 2026, 5:48 a.m. |
Created at: March 30, 2026, 6:42 p.m.