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Union Pacific Corp.
Industrials · Railroads
Made on Aug 14, 2026
Price at call $297.79
6-month call Bear -7.3%
Target by Feb 2027 $276.00
Great value below $210.00
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 -7.3% to $276.00
Predicted High $302.00 at 1 month
Predicted Low $276.00 at 6 months
Max Drawdown (predicted) -7.3%

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 14, 2026 12:44 am
Bear UNP trends lower to $276.00 (-7.3% from $297.79) by Feb 2027. ride-then-fade
ThesisUNP is riding a risk-on tape with an active merger narrative and Q2 beat momentum, keeping it elevated near-term despite rich valuation. Over 6 months, value gravity and merger arb uncertainty gradually pull it back toward the mid-$270s, but sentiment support prevents a full mean-reversion to fair value.
Invalidated ifMerger deal collapse or a Q3 earnings miss driving break below $270; conversely, deal approval catalyst driving sustained move above $315.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $297.79 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Aug 14, 2026 — $297.79 at call — —The anchor — every point below is measured from this price and date.
2 weeks Aug 28, 2026 $282.80–$312.78 typical range · internal point $300.50 — ±5.0% 7/10 Risk-on momentum and merger narrative sustain near-term bid
What actually happened: closed $307.67 on Aug 27, 2026 = +3.3% vs the call (predicted +0.9%)  ·  direction HIT (called flat, was flat)  ·  off by 2.4 pp  ·  accuracy 9/10  ·  typical range ±5.0%: inside the band  ·  S&P -0.7% over the same window — beat it
1 month Sep 14, 2026 $276.06–$319.52 typical range · internal point $302.00 — ±7.3% 6/10 Sentiment tailwind persists absent new catalysts
What actually happened: closed $284.40 on Sep 11, 2026 = -4.5% vs the call (predicted +1.4%)  ·  direction HIT (called flat, was flat)  ·  off by 5.9 pp  ·  accuracy 8/10  ·  typical range ±7.3%: inside the band  ·  S&P -1.7% over the same window — lagged it
2 months Oct 14, 2026 $298.00 — +0.1% 5/10 Q3 earnings approach introduces positioning caution
3 months Nov 14, 2026 $293.00 — -1.6% 5/10 Post-earnings digestion, valuation grumbling weighs
4 months Dec 14, 2026 $285.00 — -4.3% 4/10 Year-end profit-taking, merger timeline uncertainty
5 months Jan 14, 2027 $280.00 — -6.0% 4/10 Value gravity intensifies as narrative cools
6 months Feb 14, 2027 $276.00 — -7.3% 4/10 Drift toward baseline as premium compresses

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 $274.97 (-7.7%) — 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

0 blocking · 1 degraded · 0 notes — follow the chain top-down (cause → effect).
  • Degraded
    [caution] Valuation is extremely fragile — almost no scenarios support the current price
    upstream:valuation-synthesis

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$297.79
Composite fair value$184.69
Signal-adjusted fair value$183.30
DCF fair value$134.53
Anchored-PE fair value$341.02
Buy-below (value lens)$210.00
Value net score-77
Value confidence7 / 10
Quality net score+59
Memo confidence8 / 10
Deserved value (base)—
Quality tilt—
Deserved value (used)—
Coherence (value × quality)—

Price behaviour (trailing — shapes the realism line)

Realized volatility (annualized) 1m 24.9%  3m 25.3%  6m 24.3%  
Daily σ (realism noise)1.6%
Beta vs S&P 500 1m -0.41  3m -0.22  5m 0.03  
Trailing 6-month return12.4%

Knobs (equation params)

ladder["w2","m1","m2","m3","m4","m5","m6"]
llm_modelclaude-opus-4-7
max_tokens3000
control_knobs{"w_dcf":0.5,"k_qual":0.200000000000000011102230246251565404236316680908203125,"reach_6m":0.450000000000000011102230246251565404236316680908203125,"coh_floor":0.5,"conf_gain":0.059999999999999997779553950749686919152736663818359375,"noise_phi":0.84999999999999997779553950749686919152736663818359375,"conf_floor":0.40000000000000002220446049250313080847263336181640625,"w_composite":0.5,"noise_window":"3m","flat_band_pct":5,"horizon_months":6,"noise_sigma_fallback":0.01499999999999999944488848768742172978818416595458984375}
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 14, 2026 freshest UNP-20260814-001024-290c
ext-forensic-memo Aug 14, 2026 freshest ext-UNP-20260814-003142-c63d
ext-lens-quality Aug 14, 2026 freshest ext-UNP-20260814-003142-c63d
ext-lens-sentiment Aug 14, 2026 freshest ext-UNP-20260814-003142-c63d
ext-lens-value Aug 14, 2026 freshest ext-UNP-20260814-003142-c63d
scenario-valuation Aug 14, 2026 freshest UNP-20260814-001024-290c
valuation-synthesis Aug 14, 2026 freshest UNP-20260814-001024-290c

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

Saved History

2 frozen snapshots — the record we score once predictions mature.
MadeModelCallAt callTargetExp.Eval due
Aug 14, 2026 v0.6.0 Bear $297.79 $276.00 -7.3% Feb 2027 viewing
Jul 12, 2026 v0.3.0 Neutral $286.96 $275.32 -4.1% Jan 2027 view

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.