Provisions Specification¶
Basel 3.1 provision treatment: expected loss calculation with revised LGD parameters, Art. 158(6A) EL monotonicity, and EL shortfall/excess comparison.
Regulatory Reference: PRA PS1/26 Art. 158–159, Art. 36(1)(d), Art. 62(d) Test Group: B31-G
Requirements Status¶
| ID | Requirement | Priority | Status |
|---|---|---|---|
| FR-7.1 | F-IRB EL calculation with revised LGD (40% non-FSE senior) | P0 | Done |
| FR-7.2 | EL shortfall: full CET1 deduction (Art. 36(1)(d)) | P0 | Done |
| FR-7.3 | EL excess: T2 credit (cap at 0.6% of IRB RWA) | P0 | Done |
| FR-7.4 | Art. 158(6A) EL monotonicity for A-IRB PMA | P0 | Done |
| FR-7.5 | SA provision deduction from exposure (unchanged from CRR) | P0 | Done |
Overview¶
Basel 3.1 modifies the provision and expected loss (EL) framework primarily through the reduction of F-IRB supervisory LGD from 45% to 40% for non-FSE senior unsecured exposures. This change flows through to the EL calculation, reducing expected loss estimates and consequently affecting the EL shortfall/excess comparison.
Key Changes from CRR¶
| Feature | CRR | Basel 3.1 | Reference |
|---|---|---|---|
| F-IRB senior LGD (non-FSE) | 45% | 40% | Art. 161(1)(aa) |
| F-IRB senior LGD (FSE) | 45% | 45% | Art. 161(1)(a) |
| 1.06 scaling factor | Applied | Removed | Art. 153(1) |
| EL monotonicity (A-IRB PMA) | Not required | Required (Art. 158(6A)) | Art. 158(6A) |
| EL shortfall treatment | Full CET1 deduction | Full CET1 deduction (unchanged) | Art. 36(1)(d) |
| EL excess T2 cap | 0.6% of IRB RWA | Unchanged (0.6%) | Art. 62(d) |
| SA provision deduction | Art. 111(1)(a)–(b) | Unchanged | Art. 111(1)(a)–(b) |
SA Provision Treatment (Unchanged)¶
For SA exposures, provisions are deducted from the exposure value before risk weighting:
This is the drawn-first deduction approach per Art. 111(1)(a)–(b):
- Specific credit risk adjustments reduce the exposure value
- General credit risk adjustments may be included in Tier 2 capital
No changes from CRR for the SA provision mechanism.
IRB Expected Loss Calculation¶
F-IRB Expected Loss¶
Where LGD is the supervisory LGD from the F-IRB Specification:
| Collateral Type | CRR LGD | Basel 3.1 LGD | Reference |
|---|---|---|---|
| Senior unsecured (non-FSE) | 45% | 40% | Art. 161(1)(aa) |
| Senior unsecured (FSE) | 45% | 45% | Art. 161(1)(a) |
| Subordinated | 75% | 75% | Art. 161(1)(b) |
| Covered bonds | 11.25% | 11.25% | Art. 161(1)(d) → Art. 161(1B) |
The reduction from 45% to 40% for non-FSE senior exposures directly reduces F-IRB expected loss by approximately 11% ((45−40)/45 ≈ 11.1%), leading to:
- Lower EL shortfall (or higher EL excess)
- More capital available as Tier 2 credit
- Structural reduction in the capital penalty for under-provisioned portfolios
A-IRB Expected Loss¶
A-IRB uses the firm's own LGD estimates, subject to LGD floors (see A-IRB Specification):
Art. 158(6A) — EL Monotonicity¶
Basel 3.1 addition. When post-model adjustments (PMA) are applied to A-IRB exposures:
PMA can increase RWA and EL but must never decrease EL below the pre-adjustment level. This ensures that conservative overlays do not inadvertently reduce expected loss estimates.
Implementation
EL monotonicity is enforced in the A-IRB calculator after PMA application.
Source: src/rwa_calc/engine/irb/
EL Shortfall / Excess Comparison (Art. 159)¶
The comparison of total expected loss against total provisions determines the capital impact:
EL Excess (Provisions > EL)¶
When total provisions exceed total expected loss:
el_excess = total_provisions - total_el
t2_credit_cap = 0.006 × IRB_credit_risk_RWA
t2_credit = min(el_excess, t2_credit_cap)
The excess (up to the cap) is added to Tier 2 capital per Art. 62(d). See Art. 62(d) — T2 Cap on EL Excess below for the verbatim cap text and a worked example.
EL Shortfall (EL > Provisions)¶
When total expected loss exceeds total provisions:
Full CET1 Deduction
Art. 36(1)(d) requires the full EL shortfall to be deducted from CET1. This is unchanged from CRR — the 50/50 CET1/T2 split was a Basel II treatment that was superseded by the CRR. Art. 62(d) addresses only EL excess (positive amounts), not shortfall. There is no T2 deduction for shortfall under either framework.
Code Correct (P1.116)
src/rwa_calc/engine/aggregator/_el_summary.py line 241: cet1_deduction =
effective_shortfall (full amount). Line 252: t2_deduction = Decimal("0").
Previously this code computed a 50/50 split — that was a Basel II-era error,
corrected under P1.116.
Art. 159 Component Definitions¶
The Art. 159 comparison uses four labelled amounts (A, B, C, D):
| Label | Definition | Source |
|---|---|---|
| A | EL amounts for non-defaulted exposures | PD x LGD x EAD (Art. 158) |
| B | Provisions for non-defaulted exposures | General CRAs + specific CRAs + AVA (Art. 34) + other own funds reductions |
| C | EL amounts for defaulted exposures | BEEL for A-IRB (Art. 158(5)); PD x LGD for F-IRB |
| D | Specific CRAs for defaulted exposures | Specific credit risk adjustments |
GCRA vs SCRA classification
The general/specific CRA split that determines which amounts go into Pool B (general +
non-defaulted specific), Pool D (defaulted specific only), and the SA_T2 / GCRA
terms of OF-ADJ is set by Commission Delegated Regulation (EU) No 183/2014 and
Art. 110. See the
Output Floor spec — GCRA Qualifying Criteria
for the verbatim definitions, IFRS 9 Stage 1/2/3 mapping, mixed-approach allocation
(Art. 110(3)), and double-count avoidance rules.
Previous Spec Error Corrected (P4.38)
This table previously labelled Pool A as "non-defaulted EL" and Pool B as "defaulted provisions". The regulation uses A/B for non-defaulted (EL vs provisions) and C/D for defaulted (EL vs specific CRAs). The labels are now corrected to match the Art. 159 text.
Art. 159(3) — Two-Branch Rule¶
The Art. 159 EL-vs-provisions test has two distinct branches depending on whether the non-defaulted (A vs B) and defaulted (D vs C) pools are aligned in sign.
Branch 1 — split branch (A > B AND D > C, simultaneously):
negative amount = B − A (non-defaulted shortfall)
positive amount = D − C (defaulted excess)
Branch 2 — combined branch (all other cases):
if (A + C) > (B + D):
negative amount = (B + D) − (A + C)
if (B + D) > (A + C):
positive amount = (B + D) − (A + C)
The split branch prevents specific CRAs on defaulted exposures from offsetting expected loss amounts on other (non-defaulted) exposures.
PRA PS1/26 Art. 159(3) — verbatim (Credit Risk: IRB Approach (CRR) Part Article 159(3); ps126app1.pdf p. 109)
"Where 'A' > 'B' and 'D' > 'C', an institution shall, in order to compare expected loss amounts with credit risk adjustments, additional value adjustments and other own fund reductions, such that specific credit risk adjustments on exposures in default are not used to cover expected loss amounts on other exposures:
(a) calculate the following negative amount: 'B' – 'A'; and
(b) calculate the following positive amount: 'D' – 'C'.
In all other cases, an institution shall, in order to compare expected loss amounts with credit risk adjustments, additional value adjustments and other own fund reductions:
(c) if ('A' + 'C') > ('B' + 'D'), calculate the following negative amount: ('B' + 'D') – ('A' + 'C');
(d) if ('B' + 'D') > ('A' + 'C'), calculate the following positive amount: ('B' + 'D') – ('A' + 'C')."
The negative amount is deducted in full from CET1 (Art. 36(1)(d)). The positive amount is admitted to T2 (Art. 62(d)), subject to the cap formalised below.
Art. 62(d) — T2 Cap on EL Excess¶
The Art. 159(3) positive amount (EL excess) flows into Tier 2 capital under Art. 62(d) of the Own Funds (CRR) Part of the PRA Rulebook, capped at:
T2_credit_cap = 0.006 × IRB_credit_risk_RWA # 0.6% of IRB credit-risk RWA
T2_credit = min(EL_excess, T2_credit_cap)
B31 cap base — still 0.6% of IRB RWA, not 1.25% of S-TREA
PS1/26 leaves the Art. 62(d) cap unchanged at 0.6% of IRB credit-risk
RWA. The 1.25% S-TREA figure that appears elsewhere in the floor
machinery is the GCRA cap (general credit risk adjustments admitted to
Tier 2 under Art. 92(2A)) — a different input, with a different base, that
does not apply to the EL-excess T2 credit. PS1/26 App 1 page 13
defines the OF-ADJ input IRB T2 as "amounts calculated in accordance
with point (d) of Own Funds (CRR) Part Article 62", confirming that the
EL-excess Tier 2 credit continues to be governed by the Art. 62(d) 0.6%
IRB RWA cap. See the
Output Floor spec — T2 Component Caps
for the full IRB T2 / SA T2 / GCRA cap table.
Worked example — both branches¶
Scenario A: combined branch with shortfall (CET1 deduction)
Inputs (£m):
A = 100 (non-defaulted EL, with Art. 158(6A) PMA increase already applied)
B = 60 (non-defaulted Pool B: GCRA + non-defaulted SCRA + AVA + other reductions)
C = 40 (defaulted EL — BEEL × EAD for A-IRB; 1 × LGD × EAD for F-IRB)
D = 30 (defaulted SCRA)
IRB credit-risk RWA = 12,500
Branch test: A > B (100 > 60) AND D > C? D = 30, C = 40, so D < C.
→ Split branch does NOT apply. Use combined branch.
(A + C) − (B + D) = 140 − 90 = 50 > 0
→ Negative amount = (B + D) − (A + C) = −50.
→ CET1 deduction (Art. 36(1)(d)) = £50m.
→ No T2 credit. T2 cap not engaged.
Scenario B: combined branch with excess, cap binds
Inputs (£m):
A = 60
B = 100
C = 20
D = 40
IRB credit-risk RWA = 8,000
(B + D) − (A + C) = 140 − 80 = 60 > 0
→ Positive amount (EL excess) = £60m.
T2 cap (Art. 62(d)):
T2_credit_cap = 0.006 × £8,000m = £48m
T2_credit = min(£60m, £48m) = £48m (cap binds — £12m of excess unrecognised)
Scenario C: split branch (Art. 159(3)(a)/(b))
Inputs (£m):
A = 100 (non-defaulted EL)
B = 60 (non-defaulted Pool B)
C = 20 (defaulted EL)
D = 50 (defaulted SCRA)
IRB credit-risk RWA = 10,000
Branch test: A > B (100 > 60) AND D > C (50 > 20)? Yes — split branch applies.
Negative amount (a) = B − A = −40 (non-defaulted shortfall £40m)
Positive amount (b) = D − C = 30 (defaulted excess £30m)
Capital impact:
CET1 deduction (Art. 36(1)(d)) = £40m (full non-defaulted shortfall)
T2 cap (Art. 62(d)) = 0.006 × £10,000m = £60m
T2 credit = min(£30m, £60m) = £30m (cap not binding)
Note: Cross-pool netting is precisely what Art. 159(3) split branch prohibits
— both the full £40m CET1 deduction and the £30m (capped) T2 credit flow
through. Under combined-branch netting the institution would have shown a
net £10m excess; the split branch instead recognises both legs separately.
Framework delta — CRR vs Basel 3.1
The Art. 159(3) two-branch rule and the Art. 62(d) 0.6% IRB RWA cap are
identical under CRR and Basel 3.1 — the substantive text in PS1/26
Credit Risk: IRB Approach (CRR) Part Art. 159 mirrors UK CRR Art. 159 (as
substituted by Reg (EU) 2019/630), and the Own Funds (CRR) Part Art. 62(d)
text is unchanged. The Basel 3.1 addition is the OF-ADJ linkage: the
capped IRB T2 value flows into the output floor adjustment formula
OF-ADJ = 12.5 × (IRB_T2 − IRB_CET1 − GCRA + SA_T2) (Art. 92(2A)), where
a separate GCRA cap of 1.25% of S-TREA is applied inside the engine
on the GCRA term. The IRB T2 input itself is post-Art. 62(d) cap and is
supplied by the firm. Under CRR there is no output floor and therefore no
OF-ADJ — the Art. 62(d) cap stands alone. See
Output Floor — T2 Component Caps
for the full three-cap interaction table and a worked OF-ADJ example.
Art. 159(2) — Exclusions from Provisions (B and D)¶
The following amounts are excluded from the provisions side (B and D):
- Defaulted balance sheet discounts (Art. 166A(2))
- Provisions relating to securitised exposures
- Portions covered by CRM risk-weight substitution
BEEL Exception (Pool C — Art. 158(5))¶
For A-IRB defaulted exposures, Pool C of the Art. 159 comparison uses the
institution's own BEEL (Best Estimate of Expected Loss), not PD x LGD. The
defaulted EL amount feeding the provisions-vs-EL shortfall/excess test is therefore:
Pool C (A-IRB defaulted) = Σ (BEEL_i × EAD_i)
Pool C (F-IRB defaulted) = Σ (1 × LGD_i × EAD_i) # standard Art. 158(5) formula, PD = 1
PRA PS1/26 Art. 158(5) verbatim (ps126app1.pdf p. 107)
"[E]xcept for defaulted exposures (PD = 1) where the institution uses the Advanced IRB Approach, EL shall be BEEL."
BEEL is an Art. 158(5) / Art. 181(1)(h)(ii) parameter, defined in the PRA Rulebook
(Credit Risk: IRB Approach (CRR) Part, Rule 1.3) as "an institution's best estimate of
expected loss for a defaulted exposure as referred to in point (h)(ii) of Article
181(1)". The estimation standards (downturn conditions, unexpected additional
loss during the recovery period, governance and back-testing) are set out in
Art. 181(1)(h)(ii). Under pre-revocation CRR the same parameter was called ELBE;
PS1/26 renames it to BEEL with no substantive change.
Scope — A-IRB only. The BEEL substitution operates solely on the Pool C EL
amount. F-IRB defaulted exposures use 1 × LGD (supervisory) for Pool C, since
they do not benefit from own-LGD estimation permissions. The distinct A-IRB
capital formula K = max(0, LGD − BEEL) (Art. 154(1)(i)) lives in the
defaulted-exposures spec, not here — see
Defaulted Exposures — BEEL.
Interaction with Art. 158(6A). The BEEL-based Pool C total is increased by any post-model adjustments recognised under Art. 146(3)(c) before entering the Art. 159 test (see Art. 158(6A) — EL Monotonicity above).
Sovereign/central-bank carve-out
Under Art. 147A(1)(a), sovereign, central-bank, RGLA, PSE, MDB and international-organisation exposures cannot use A-IRB, so BEEL does not arise for these classes — any defaulted quasi-sovereign exposure is handled under SA (Art. 127) with no Pool C contribution from the IRB side.
Key Scenarios¶
| Scenario ID | Description | Expected Outcome |
|---|---|---|
| B31-G1 | SA provision deduction (unchanged from CRR) | EAD reduced by provisions |
| B31-G2 | F-IRB EL shortfall: LGD 40% (was 45%), shortfall lower than CRR | Full CET1 deduction (Art. 36(1)(d)) |
| B31-G3 | F-IRB EL excess: T2 credit capped at 0.6% of IRB RWA | T2 credit = min(excess, cap) |
Acceptance Tests¶
| Group | Scenarios | Tests | Pass Rate |
|---|---|---|---|
| B31-G: Provisions | G1–G3 | 24 | 100% (24/24) |