Triple
T3156209
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HERA |
E65990
|
entity |
| Predicate | regulates |
P46
|
FINISHED |
| Object | Federal Home Loan Banks |
E90565
|
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: Federal Home Loan Banks | Statement: [HERA, regulates, Federal Home Loan Banks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Federal Home Loan Banks Context triple: [HERA, regulates, Federal Home Loan Banks]
-
A.
Federal Home Loan Bank System
chosen
The Federal Home Loan Bank System is a U.S. government-sponsored network of regional banks that provides low-cost funding to member financial institutions to support housing finance and community investment.
-
B.
Federal Home Loan Mortgage Corporation
The Federal Home Loan Mortgage Corporation, commonly known as Freddie Mac, is a U.S. government-sponsored enterprise that buys and securitizes residential mortgages to promote liquidity and stability in the housing finance market.
-
C.
Federal Home Loan Bank Board
The Federal Home Loan Bank Board was a former U.S. government agency that regulated federal savings and loan institutions and oversaw the federal home loan banking system during much of the 20th century.
-
D.
Federal Reserve Banks
The Federal Reserve Banks are the 12 regional institutions of the U.S. central banking system that implement monetary policy, provide financial services to banks and the government, and help regulate the nation’s banking system.
-
E.
Federal Savings and Loan Insurance Corporation
The Federal Savings and Loan Insurance Corporation was a former U.S. government agency that insured deposits in savings and loan institutions until its dissolution following the savings and loan crisis of the 1980s.
- 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_69ad85850c1481908a9e9c6242238de2 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada5eafa4c8190a65cc1312823144c |
completed | March 8, 2026, 4:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b24b4e09388190b41da913f677ffb7 |
completed | March 12, 2026, 5:12 a.m. |
Created at: March 8, 2026, 3:05 p.m.