Triple
T1892897
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Civil Service |
E41911
|
entity |
| Predicate | reformMilestone |
P24524
|
FINISHED |
| Object | Pendleton Civil Service Reform Act of 1883 |
E94785
|
NE FINISHED |
How this triple was built (3 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: Pendleton Civil Service Reform Act of 1883 | Statement: [United States Civil Service, reformMilestone, Pendleton Civil Service Reform Act of 1883]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pendleton Civil Service Reform Act of 1883 Context triple: [United States Civil Service, reformMilestone, Pendleton Civil Service Reform Act of 1883]
-
A.
Pendleton Civil Service Reform Act
chosen
The Pendleton Civil Service Reform Act was an 1883 U.S. federal law that established a merit-based system for government employment, reducing patronage and the spoils system in the civil service.
-
B.
Civil Service Reform Act of 1978
The Civil Service Reform Act of 1978 is a landmark U.S. federal law that overhauled the federal personnel system by restructuring agencies, strengthening merit principles, and introducing new mechanisms for performance management and employee protections.
-
C.
Tenure of Office Act
The Tenure of Office Act was an 1867 U.S. federal law that restricted the president’s power to remove certain officeholders without Senate approval, and its alleged violation by President Andrew Johnson was central to his impeachment.
-
D.
Judiciary Act of 1870
The Judiciary Act of 1870 is a U.S. federal law that created the Department of Justice and centralized federal law enforcement and legal representation under the Attorney General.
-
E.
Hatch Act of 1939
The Hatch Act of 1939 is a U.S. federal law that restricts the political activities of government employees to protect the integrity and nonpartisanship of the civil service.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: reformMilestone Context triple: [United States Civil Service, reformMilestone, Pendleton Civil Service Reform Act of 1883]
-
A.
notableReform
Indicates that an entity is recognized for having initiated, led, or been central to a significant reform or transformative change in a system, policy, or institution.
-
B.
reform
Indicates bringing about significant changes to an existing system, practice, or entity in order to improve or correct it.
-
C.
isPartOfReform
chosen
Indicates that an action, measure, or component belongs to, contributes to, or is included within a broader reform initiative or process.
-
D.
reformDate
Indicates the date on which a reform, change, or restructuring officially took effect or was implemented.
-
E.
constitutionalChange
Indicates a formal modification, addition, or removal of provisions within a constitution or foundational legal framework.
- F. None of above.
Provenance (4 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_69a8864b6de0819098d089f6a1b910a7 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb1480a6c81909fcf5cce4c42fed4 |
completed | March 7, 2026, 5:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adeae9e1f4819082afdd3b8e065c01 |
completed | March 8, 2026, 9:32 p.m. |
| PD | Predicate disambiguation | batch_69abafe7e7e88190b58c0df59187c0c2 |
completed | March 7, 2026, 4:56 a.m. |
Created at: March 4, 2026, 7:34 p.m.