Triple
T8553767
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hatch Act of 1939 |
E202507
|
entity |
| Predicate | amendedBy |
P1121
|
FINISHED |
| Object |
Hatch Act Modernization Act of 2012
The Hatch Act Modernization Act of 2012 is a U.S. federal law that updated and relaxed certain political activity restrictions on federal, state, and local employees while preserving core prohibitions on partisan misuse of official authority.
|
E202507
|
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: Hatch Act Modernization Act of 2012 | Statement: [Hatch Act of 1939, amendedBy, Hatch Act Modernization Act of 2012]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hatch Act Modernization Act of 2012 Context triple: [Hatch Act of 1939, amendedBy, Hatch Act Modernization Act of 2012]
-
A.
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.
-
B.
HIRE Act
The HIRE Act is a 2010 U.S. federal law aimed at stimulating job creation and economic recovery through tax incentives and infrastructure spending.
-
C.
Don’t Ask, Don’t Tell Repeal Act of 2010
The Don’t Ask, Don’t Tell Repeal Act of 2010 is a U.S. federal law that ended the ban on openly gay, lesbian, and bisexual individuals serving in the military.
-
D.
Shepard–Byrd Act
The Shepard–Byrd Act is a U.S. federal hate-crime law that expanded protections to include crimes motivated by a victim’s actual or perceived gender, sexual orientation, gender identity, or disability.
-
E.
McGovern–Hatfield Amendment
The McGovern–Hatfield Amendment was a proposed U.S. Senate measure during the Vietnam War that sought to set a deadline for the withdrawal of American troops from Vietnam.
- 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: Hatch Act Modernization Act of 2012 Triple: [Hatch Act of 1939, amendedBy, Hatch Act Modernization Act of 2012]
Generated description
The Hatch Act Modernization Act of 2012 is a U.S. federal law that updated and relaxed certain political activity restrictions on federal, state, and local employees while preserving core prohibitions on partisan misuse of official authority.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hatch Act Modernization Act of 2012 Target entity description: The Hatch Act Modernization Act of 2012 is a U.S. federal law that updated and relaxed certain political activity restrictions on federal, state, and local employees while preserving core prohibitions on partisan misuse of official authority.
-
A.
Hatch Act of 1939
chosen
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.
-
B.
HIRE Act
The HIRE Act is a 2010 U.S. federal law aimed at stimulating job creation and economic recovery through tax incentives and infrastructure spending.
-
C.
Don’t Ask, Don’t Tell Repeal Act of 2010
The Don’t Ask, Don’t Tell Repeal Act of 2010 is a U.S. federal law that ended the ban on openly gay, lesbian, and bisexual individuals serving in the military.
-
D.
Shepard–Byrd Act
The Shepard–Byrd Act is a U.S. federal hate-crime law that expanded protections to include crimes motivated by a victim’s actual or perceived gender, sexual orientation, gender identity, or disability.
-
E.
McGovern–Hatfield Amendment
The McGovern–Hatfield Amendment was a proposed U.S. Senate measure during the Vietnam War that sought to set a deadline for the withdrawal of American troops from Vietnam.
- F. None of above.
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_69ca832610e08190b3b6c6cd2c250255 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe8894e7c8190bc0ae2ceec473ecb |
completed | March 31, 2026, 3:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce6dd67d288190a147562a99ecde56 |
completed | April 2, 2026, 1:23 p.m. |
| NEDg | Description generation | batch_69ce6ee1bae4819099ef302138599b34 |
completed | April 2, 2026, 1:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce6fb93fd88190bc53a925473f9b71 |
completed | April 2, 2026, 1:31 p.m. |
Created at: March 30, 2026, 6:19 p.m.