Triple
T6772707
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Real Estate Settlement Procedures Act |
E155080
|
entity |
| Predicate | requires |
P100
|
FINISHED |
| Object |
HUD-1 Settlement Statement (historically)
The HUD-1 Settlement Statement was a standardized closing form used in U.S. real estate transactions to itemize all charges and credits to buyers and sellers before it was largely replaced by newer disclosure forms.
|
E618774
|
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: HUD-1 Settlement Statement (historically) | Statement: [Real Estate Settlement Procedures Act, requires, HUD-1 Settlement Statement (historically)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HUD-1 Settlement Statement (historically) Context triple: [Real Estate Settlement Procedures Act, requires, HUD-1 Settlement Statement (historically)]
-
A.
Real Estate Settlement Procedures Act
The Real Estate Settlement Procedures Act is a U.S. federal law that protects homebuyers by requiring transparency and prohibiting abusive practices in real estate settlement and mortgage lending.
-
B.
Home Mortgage Disclosure Act
The Home Mortgage Disclosure Act is a U.S. federal law that requires financial institutions to publicly report data on home mortgage lending to help identify discriminatory lending patterns and ensure fair access to credit.
-
C.
DEED
DEED is the state agency responsible for overseeing public education and early childhood learning programs in Alaska.
-
D.
Sasine Register
The Sasine Register is Scotland’s historic public record of property ownership and land transactions, maintained in a deeds-based system prior to the modern map-based land register.
-
E.
HUD 4000.1 Single Family Housing Policy Handbook
The HUD 4000.1 Single Family Housing Policy Handbook is the U.S. Department of Housing and Urban Development’s comprehensive, consolidated guide outlining policies and requirements for FHA single-family mortgage insurance programs.
- 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: HUD-1 Settlement Statement (historically) Triple: [Real Estate Settlement Procedures Act, requires, HUD-1 Settlement Statement (historically)]
Generated description
The HUD-1 Settlement Statement was a standardized closing form used in U.S. real estate transactions to itemize all charges and credits to buyers and sellers before it was largely replaced by newer disclosure forms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: HUD-1 Settlement Statement (historically) Target entity description: The HUD-1 Settlement Statement was a standardized closing form used in U.S. real estate transactions to itemize all charges and credits to buyers and sellers before it was largely replaced by newer disclosure forms.
-
A.
Real Estate Settlement Procedures Act
The Real Estate Settlement Procedures Act is a U.S. federal law that protects homebuyers by requiring transparency and prohibiting abusive practices in real estate settlement and mortgage lending.
-
B.
Home Mortgage Disclosure Act
The Home Mortgage Disclosure Act is a U.S. federal law that requires financial institutions to publicly report data on home mortgage lending to help identify discriminatory lending patterns and ensure fair access to credit.
-
C.
DEED
DEED is the state agency responsible for overseeing public education and early childhood learning programs in Alaska.
-
D.
Sasine Register
The Sasine Register is Scotland’s historic public record of property ownership and land transactions, maintained in a deeds-based system prior to the modern map-based land register.
-
E.
HUD 4000.1 Single Family Housing Policy Handbook
The HUD 4000.1 Single Family Housing Policy Handbook is the U.S. Department of Housing and Urban Development’s comprehensive, consolidated guide outlining policies and requirements for FHA single-family mortgage insurance programs.
- 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.