Triple
T6476000
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Law 100-707 |
E146073
|
entity |
| Predicate | amends |
P1121
|
FINISHED |
| Object | Robert T. Stafford Disaster Relief and Emergency Assistance Act |
E26822
|
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: Robert T. Stafford Disaster Relief and Emergency Assistance Act | Statement: [Public Law 100-707, amends, Robert T. Stafford Disaster Relief and Emergency Assistance Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert T. Stafford Disaster Relief and Emergency Assistance Act Context triple: [Public Law 100-707, amends, Robert T. Stafford Disaster Relief and Emergency Assistance Act]
-
A.
National Emergencies Act
The National Emergencies Act is a U.S. federal law that regulates the president’s power to declare and manage national emergencies by establishing formal procedures, limits, and congressional oversight.
-
B.
Stafford Act
chosen
The Stafford Act is a U.S. federal law that provides the legal framework for federal natural disaster and emergency assistance to state and local governments.
-
C.
Disaster Mitigation Act of 2000
The Disaster Mitigation Act of 2000 is a U.S. federal law that established a national framework and funding incentives for state and local governments to reduce long-term risks from natural and man-made hazards through pre-disaster planning and mitigation.
-
D.
Post-Katrina Emergency Management Reform Act of 2006
The Post-Katrina Emergency Management Reform Act of 2006 is a U.S. federal law that overhauled and strengthened FEMA and the nation’s emergency management system in response to the failures revealed by Hurricane Katrina.
-
E.
Emergency Relief and Construction Act of 1932
The Emergency Relief and Construction Act of 1932 was a major U.S. law that expanded federal public works spending and authorized loans to states for unemployment relief during the Great Depression.
- 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_69c008fec7408190af7b146dc63d9750 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c06a49b3bc8190ad80c6ca2dd15c68 |
completed | March 22, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c653a595b881909e5d3cb781ad5ad4 |
completed | March 27, 2026, 9:53 a.m. |
Created at: March 22, 2026, 4:51 p.m.