Triple
T6772834
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Secure and Fair Enforcement for Mortgage Licensing Act |
E155083
|
entity |
| Predicate | hasAbbreviation |
P43
|
FINISHED |
| Object |
SAFE Act
The SAFE Act is a U.S. federal law that sets nationwide standards and licensing requirements for mortgage loan originators to enhance consumer protection and reduce fraud in the mortgage industry.
|
E618779
|
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: SAFE Act | Statement: [Secure and Fair Enforcement for Mortgage Licensing Act, hasAbbreviation, SAFE Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: SAFE Act Context triple: [Secure and Fair Enforcement for Mortgage Licensing Act, hasAbbreviation, SAFE Act]
-
A.
PACT Act
The PACT Act is a U.S. law that expands healthcare and benefits for veterans exposed to burn pits and other toxic substances during their military service.
-
B.
PROTECT Act
The PROTECT Act is a U.S. federal law aimed primarily at strengthening protections for children against sexual exploitation, abuse, and abduction, including tougher penalties for related offenses.
-
C.
FAST Act
The FAST Act is a U.S. federal law that authorizes long-term funding and policy for the nation’s surface transportation infrastructure, including highways, transit, and rail.
-
D.
FAIR Act of 1996
The FAIR Act of 1996 is a major U.S. farm bill that overhauled federal agricultural policy by phasing out many traditional farm subsidies and introducing more market-oriented support mechanisms for farmers.
-
E.
Brady Act
The Brady Act is a U.S. federal law that established background checks and waiting periods for handgun purchases to help prevent gun violence.
- 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: SAFE Act Triple: [Secure and Fair Enforcement for Mortgage Licensing Act, hasAbbreviation, SAFE Act]
Generated description
The SAFE Act is a U.S. federal law that sets nationwide standards and licensing requirements for mortgage loan originators to enhance consumer protection and reduce fraud in the mortgage industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: SAFE Act Target entity description: The SAFE Act is a U.S. federal law that sets nationwide standards and licensing requirements for mortgage loan originators to enhance consumer protection and reduce fraud in the mortgage industry.
-
A.
PACT Act
The PACT Act is a U.S. law that expands healthcare and benefits for veterans exposed to burn pits and other toxic substances during their military service.
-
B.
PROTECT Act
The PROTECT Act is a U.S. federal law aimed primarily at strengthening protections for children against sexual exploitation, abuse, and abduction, including tougher penalties for related offenses.
-
C.
FAST Act
The FAST Act is a U.S. federal law that authorizes long-term funding and policy for the nation’s surface transportation infrastructure, including highways, transit, and rail.
-
D.
FAIR Act of 1996
The FAIR Act of 1996 is a major U.S. farm bill that overhauled federal agricultural policy by phasing out many traditional farm subsidies and introducing more market-oriented support mechanisms for farmers.
-
E.
Brady Act
The Brady Act is a U.S. federal law that established background checks and waiting periods for handgun purchases to help prevent gun violence.
- F. None of above. chosen
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_69c68812ef7c819099369f51febb725c |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d24aaf948190a544cc28b7de67c4 |
completed | March 27, 2026, 6:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c712c75b9c819099b0be616925a0b9 |
completed | March 27, 2026, 11:29 p.m. |
| NEDg | Description generation | batch_69c7135106288190b5b20523c3efa229 |
completed | March 27, 2026, 11:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7141cd52c8190a783590ad1067840 |
completed | March 27, 2026, 11:34 p.m. |
Created at: March 27, 2026, 2:13 p.m.