Triple
T1519919
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States home front during World War II |
E32202
|
entity |
| Predicate | legislation |
P3136
|
FINISHED |
| Object | Servicemen’s Readjustment Act of 1944 |
E174208
|
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: Servicemen’s Readjustment Act of 1944 | Statement: [United States home front during World War II, legislation, Servicemen’s Readjustment Act of 1944]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Servicemen’s Readjustment Act of 1944 Context triple: [United States home front during World War II, legislation, Servicemen’s Readjustment Act of 1944]
-
A.
Selective Training and Service Act of 1940
The Selective Training and Service Act of 1940 was a U.S. federal law that established the first peacetime military draft in American history, creating the framework for conscription during World War II.
-
B.
Employment Act of 1946
The Employment Act of 1946 is a landmark U.S. federal law that established the government's responsibility to promote maximum employment, production, and purchasing power, laying the foundation for modern macroeconomic policy and creating the Council of Economic Advisers.
-
C.
Defense Production Act of 1950
The Defense Production Act of 1950 is a U.S. federal law that grants the president broad authority to direct industrial production and prioritize contracts for national defense and emergency preparedness.
-
D.
Vietnam Era Veterans’ Readjustment Assistance Act of 1974
The Vietnam Era Veterans’ Readjustment Assistance Act of 1974 is a U.S. federal law that requires certain government contractors to take affirmative action to employ and advance qualified veterans, particularly those who served during the Vietnam era.
-
E.
GI Bill
chosen
The GI Bill is a landmark U.S. law that provided returning World War II veterans with benefits such as tuition assistance, low-cost mortgages, and unemployment support, profoundly expanding access to higher education and homeownership.
- 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_69a885e9b0ac819093a9806ad0efc82c |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa61dc6ab881908b22aa7a5295bf21 |
completed | March 6, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad308f99d8819095c2ed404d4170b3 |
completed | March 8, 2026, 8:17 a.m. |
Created at: March 4, 2026, 7:26 p.m.