Triple
T17082123
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Elkins Act |
E414497
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Hepburn Act |
E413675
|
NE FINISHED |
How this triple was built (2 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: Hepburn Act | Statement: [Elkins Act, relatedTo, Hepburn Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hepburn Act Context triple: [Elkins Act, relatedTo, Hepburn Act]
-
A.
Hepburn Act
chosen
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.
-
B.
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.
-
C.
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.
-
D.
Elkins Act
The Elkins Act was a 1903 U.S. federal law that strengthened regulation of railroads by prohibiting discriminatory rebates and reinforcing the authority of the Interstate Commerce Commission.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d886cef44c8190ba56c44b4e863e64 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3dbe408d48190b4f52c2102eae7c2 |
completed | April 18, 2026, 7:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a014140722481909f976e32597a873d |
completed | May 11, 2026, 2:38 a.m. |
Created at: April 10, 2026, 5:34 a.m.