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Dollar General Corp.
Consumer Defensive · Discount Stores
Made on Aug 31, 2026
Price at call $126.31
6-month call Neutral +4.3%
Target by Mar 2027 $131.75
Great value below $100.00
Model v0.6.0

Projection vs Actual (6M history + forecast)

The masterbrain's trajectory (blue, curved through its 7 checkpoints), the deterministic v0.3 control (dashed), and the actual price (green) overlaid from the prediction date forward.
Forecast Change +4.3% to $131.75
Predicted High $133.80 at 3 months
Predicted Low $128.90 in 2 weeks

Forecast

The masterbrain trajectory — 7 dated checkpoints. Short rungs (2w, 1m) show the typical range as the primary claim; point calls run from 2 months out. Every claim still gets graded. Predicted Aug 31, 2026 1:10 pm
Neutral DG trends range-bound to $131.75 (+4.3% from $126.31) by Mar 2027. ride-then-fade
ThesisDG has a clean sentiment tailwind from the Q2 beat and trade-down narrative in a risk-on tape, with low beta cushioning downside. Near-term drift higher toward the composite fair value ~$127-$135 zone, then modest continued grind as value gravity pulls toward the anchored-PE/DCF band, tempered by a negative value lens flag above $100.
Invalidated ifA close below $115 (breaking recent base) or a consumer-spending shock reversing the trade-down narrative would falsify this path.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $126.31 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Aug 31, 2026 $126.31 at call The anchor — every point below is measured from this price and date.
2 weeks Sep 14, 2026 $117.49–$135.13 typical range · internal point $128.90 ±7.0% 7/10 Post-beat momentum and risk-on tape lift shares
What actually happened: closed $124.58 on Sep 11, 2026 = -1.4% vs the call (predicted +2.1%)  ·  direction HIT (called flat, was flat)  ·  off by 3.4 pp  ·  accuracy 9/10  ·  typical range ±7.0%: inside the band  ·  S&P -0.4% over the same window — lagged it
1 month Oct 1, 2026 $113.53–$139.09 typical range · internal point $130.75 ±10.1% 6/10 Trade-down narrative sustains bid, low beta stability
2 months Oct 31, 2026 $132.40 +4.8% 5/10 Grind toward composite fair value zone
3 months Dec 1, 2026 $133.80 +5.9% 5/10 Holiday season defensive rotation aids DG
4 months Dec 31, 2026 $132.00 +4.5% 4/10 Year-end profit taking, value lens caps upside
5 months Jan 31, 2027 $130.50 +3.3% 4/10 Sentiment fades, valuation gravity reasserts
6 months Mar 3, 2027 $131.75 +4.3% 4/10 Settles near composite fair value pre-earnings

Why ranges on the short rungs? A 102-prediction trial (2026-07-21) showed 2-week point calls carry no information here — three prompt formulations all lost to simply predicting zero — while the stock's own volatility scale (σ×√t) described those windows well. So the short rungs claim what's actually knowable: the typical travel, with earnings timing flagged where the variance will come from. The internal point calls keep being generated and graded to map where real skill begins. Full evidence: stocks/predictions/V0.5-DESIGN.md §8.

Deterministic control (v0.3 value line) targets $128.02 (+1.4%) — both lines get graded at every checkpoint, so the brain has to beat the formula, not just replace it. Brain: claude-opus-4-7.

Weaknesses

No weaknesses recorded for this run.

All inputs present, no fallbacks used — nothing to flag.

Equation Inputs

Everything feeding the v0.6.0 model — value anchors, the stock's own price behaviour, and the tunable knobs.

Value anchors (from deep analysis)

Price at call$126.31
Composite fair value$127.59
Signal-adjusted fair value$120.19
DCF fair value$145.33
Anchored-PE fair value$141.80
Buy-below (value lens)$100.00
Value net score-12
Value confidence7 / 10
Quality net score-2
Memo confidence6 / 10
Deserved value (base)
Quality tilt
Deserved value (used)
Coherence (value × quality)

Price behaviour (trailing — shapes the realism line)

Realized volatility (annualized) 1m 26.0%  3m 35.1%  6m 37.3%  
Daily σ (realism noise)2.2%
Beta vs S&P 500 1m 0.76  3m 0.34  5m 0.51  
Trailing 6-month return-21.3%

Knobs (equation params)

ladderArray
llm_modelclaude-opus-4-7
max_tokens3000
control_knobsArray
Neutral band (%)5
earnings_briefv1
prompt_versionp1
control_versionv0.3.0

Version & Tech Chain

What produced this prediction — stamped on the record so versions can be compared by success rate later.
Model v0.6.0 #271041f8fcd5

Tech composition (what this version is built from)

#ProcessKindGroup
1 Synthesis valuation-synthesis deterministic final
2 Scenario Analysis scenario-valuation deterministic valuation
3 Valuation / Mispricing ext-lens-value llm extended
4 Company Quality ext-lens-quality llm extended
5 Forensic Memo (combiner) ext-forensic-memo llm extended
6 Classification company-classification llm foundation
7 Live Quote fmp-quote data market-data

Inputs used (the runs that fed this prediction)

Upstream processRanLagRun id
company-classification Aug 31, 2026 freshest DG-20260831-050001-5737
ext-forensic-memo Aug 31, 2026 freshest ext-DG-20260831-052357-eafd
ext-lens-quality Aug 31, 2026 freshest ext-DG-20260831-052357-eafd
ext-lens-sentiment Aug 31, 2026 freshest ext-DG-20260831-052357-eafd
ext-lens-value Aug 31, 2026 freshest ext-DG-20260831-052357-eafd
scenario-valuation Aug 31, 2026 freshest DG-20260831-050001-5737
valuation-synthesis Aug 31, 2026 freshest DG-20260831-050001-5737

Inputs flagged 7d+ behind the freshest one may be stale relative to the rest of the analysis.

Saved History

1 frozen snapshot — the record we score once predictions mature.
MadeModelCallAt callTargetExp.Eval due
Aug 31, 2026 v0.6.0 Neutral $126.31 $131.75 +4.3% Mar 2027 viewing

Not Yet Modeled

What this v0.6.0 forecast deliberately ignores — the work ahead, in plain sight.
  • Scenario probabilities — one path, no bull/bear split (base_prob = 1.0).
  • Intraday / sub-2-week behaviour — the first claim is at 14 days by design (EOD product).
  • Position sizing / portfolio context — the path is a price claim only.