Triple
T520228
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fred Trump |
E10797
|
entity |
| Predicate | usedProgram |
P924
|
FINISHED |
| Object | Federal Housing Administration (FHA) programs |
E1711
|
NE FINISHED |
How this triple was built (3 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: Federal Housing Administration (FHA) programs | Statement: [Fred Trump, usedProgram, Federal Housing Administration (FHA) programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Federal Housing Administration (FHA) programs Context triple: [Fred Trump, usedProgram, Federal Housing Administration (FHA) programs]
-
A.
FHA 203(b) basic home mortgage program
The FHA 203(b) basic home mortgage program is the Federal Housing Administration’s primary loan insurance program that helps homebuyers, particularly first-time and lower-income borrowers, obtain affordable, low–down payment mortgages for one- to four-family homes.
-
B.
Federal Housing Administration
chosen
The Federal Housing Administration is a U.S. government agency that provides mortgage insurance to encourage lenders to offer affordable home loans, particularly to first-time and lower-income buyers.
-
C.
FHA 203(k) rehabilitation mortgage insurance program
The FHA 203(k) rehabilitation mortgage insurance program is a U.S. government-backed loan option that allows homebuyers and homeowners to finance both the purchase (or refinance) of a property and the cost of its repairs or renovations into a single mortgage.
-
D.
Federal Housing Finance Agency
The Federal Housing Finance Agency is a U.S. government regulator that oversees key housing finance institutions like Fannie Mae and Freddie Mac and helps ensure stability and affordability in the nation’s mortgage market.
-
E.
Housing and Home Finance Agency
The Housing and Home Finance Agency was a former U.S. federal agency that coordinated national housing, urban development, and home financing programs before its functions were absorbed into the Department of Housing and Urban Development (HUD).
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: usedProgram Context triple: [Fred Trump, usedProgram, Federal Housing Administration (FHA) programs]
-
A.
implementedProgram
Indicates that an entity has created, developed, or put into operation a particular program or software system.
-
B.
usedProcess
chosen
Indicates that an entity employed or applied a particular process to achieve a result or perform an action.
-
C.
program
Indicates that an entity creates, writes, or develops a computer program or software application.
-
D.
createdProgram
Indicates that an entity authored, developed, or produced a particular program (such as software or a coded application).
-
E.
establishedProgram
Indicates that an entity has created and put into operation a formal program that is now in an active, ongoing state.
- F. None of above.
Provenance (4 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_69a2e84a0d08819087e01863fcd9abf1 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f1a00a6c8190a62dc7c901c2f2ff |
completed | Feb. 28, 2026, 1:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4ab1dc61081908d7215b68f95b2ba |
completed | March 1, 2026, 9:09 p.m. |
| PD | Predicate disambiguation | batch_69a2f016ba5c81909825b04e7525b4ab |
completed | Feb. 28, 2026, 1:39 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.