Overall Named Entity Recognition Timeline Summary

The Named Entity Recognition Comparison Tool provides retail investors with deeper insights by analyzing critical shifts in financial documents over time. This powerful tool highlights changes in key entities such as organizations, products, financial terms, and sentiment, uncovering evolving strategies, new opportunities, and potential risks.

By offering a clear, data-backed view of what drives changes in company reports, the NER Comparison Tool empowers you to make informed investment decisions with confidence. Featuring a sliding 18-month window of data, it ensures a comprehensive perspective on trends and developments.

1. Entity Frequency and Category Focus

Growing emphasis on high-density compute and municipal partnerships through mid-2025 shifted sharply in late October 2025 with termination of the CoreWeave merger; focus now re-centers on standalone execution, contract durability, and liquidity.

Increase in Organizations

CoreWeave, Inc.

  • Recurring across most 2025 filings/releases as the primary HPC/AI colocation customer and (pre-10/30) acquirer; funded $196.4 million of Core Scientific’s Q3 2025 capex under colocation agreements; associated with projected multi-year revenue (e.g., prior disclosures up to $10.2 billion over 12 years; approx. $725 million/year once fully online).Shift observed: After 2025-10-30, the merger is terminated. Strategic emphasis shifts from acquisition integration to preserving/expanding colocation revenue and capex funding under existing service agreements (durability and terms now a key risk focus).

Denton City Council / Denton Municipal Electric

  • Lease amendments expanded land/power access (to 394 MW) to enable HPC buildout; followed by a $1.2 billion Denton expansion contract (announced 2025-02-26).Shift observed: Municipal partnerships underpin HPC scale-up; Denton remains a flagship HPC site.

Port Muskogee / City of Muskogee

  • Broke ground on 100 MW HPC data center; tied to multi-year contract value (part of the up to $8.7 billion total contract value over 12 years) and regional economic benefits.Shift observed: Geographic diversification of HPC footprint beyond Texas.

AUBix / Auburn University / Alabama Department of Commerce

  • Announced Auburn, AL HPC facility: $135 million initial and $400 million total investment; 16 MW capacity.Shift observed: Added institutional and state-level relationships to support HPC platform growth.

U.S. Securities and Exchange Commission (SEC) / Form 10-Q / 10-K

  • High frequency in 2025 reflecting active capital structure management and detailed quarterly disclosures.Shift observed: Elevated disclosure around non-cash fair value items, liquidity, and contract capital intensity.

Increase in Products and Technologies

High-Density Colocation (HDC) (formerly HPC hosting)

  • HDC revenue up to $15.0 million in Q3 2025 (from $10.3 million YoY), despite overall revenue pressure.Shift observed: Sustained pivot toward HPC/AI colocation as a counterweight to volatile bitcoin self-mining.

GPU Supercomputers / NVIDIA GPU Operations / AI Infrastructure

  • Featured in Denton and Muskogee expansions; AI Hyperscaler-centered model referenced in CoreWeave context.Shift observed: Strategic alignment to enterprise AI/HPC workloads to improve revenue quality and duration.

Locations with Rising Emphasis

Denton, Texas

  • Central to HPC expansion: 70 MW additional contracted power; total 260 MW critical IT load post-expansion.Shift observed: Continues as a core node of HDC/AI capacity.

Auburn, Alabama

  • New HPC site with economic development backing.Shift observed: Expands HDC geography and institutional ties.

People

Limited mentions in late 2025 releases

  • Earlier 2025 saw leadership changes: new CFO Jim Nygaard, Board addition Elizabeth Crain, CMO Scott Brueggeman.Shift observed: Governance upgrades support capital markets credibility; fewer named individuals in latest disclosures.

2. New vs. Receding Entities

New Entities

AUBix / Auburn University / Alabama Department of Commerce

  • New Alabama HPC facility partnership; $400 million total project; 16 MW capacity.Shift observed: Broadens institutional support and region-specific incentives for HPC growth.

Port Muskogee / City of Muskogee

  • 100 MW HPC data center groundbreaking; meaningful local economic impact.Shift observed: Adds capacity and contract optionality; diversifies beyond Texas.

Denton City Council

  • Lease amendments enabled power/land scale-up (to 394 MW).Shift observed: Municipal alignment accelerates HPC delivery.

Jim Nygaard (CFO) / Elizabeth Crain (Director, Audit Chair) / Scott Brueggeman (CMO)

  • Strengthened finance and go-to-market leadership.Shift observed: Supports investor relations, financial discipline, and brand building amid strategy pivot.

Receding Entities

“HPC hosting” (term) → High-Density Colocation (HDC)

  • Terminology has standardized to HDC through 2025.Shift observed: Reflects repositioning of product language for AI/HPC enterprise market.

Hosted Mining (customer-owned bitcoin miners)

  • Revenue down (e.g., Q3 2025 hosted mining revenue $8.7 million vs $16.9 million YoY).Shift observed: De-prioritized versus HDC and away from lower-margin volatility.

Block, Inc. (3 nm chips initiative)

  • Mentioned earlier in 2025, not referenced in later-quarter releases.Shift observed: Less near-term emphasis; execution focus shifted to HDC buildouts.

3. Financial and Quantitative Shifts

Increased/Reduced Revenue Mix and Trend

Total Revenue

  • Q1 2025: $79.5 million (vs $179.3 million prior-year).
  • Q2 2025: $78.6 million (vs $141.1 million prior-year).
  • Q3 2025: $81.1 million (vs $95.4 million prior-year).Shift observed: Down significantly YoY across 2025; modest stabilization in Q3. Mix shifting toward HDC as mining volumes contract.

Digital Asset Self-Mining Revenue

  • Q3 2025: $57.4 million (vs $68.1 million YoY).Shift observed: Lower bitcoin production (post-halving; network effects) despite higher prices.

Digital Asset Hosted Mining Revenue

  • Q3 2025: $8.7 million (vs $16.9 million YoY).Shift observed: Structural decline; less strategic emphasis.

High-Density Colocation (HDC) Revenue

  • Q3 2025: $15.0 million (vs $10.3 million YoY).Shift observed: HDC partially offsets mining declines; validates AI/HPC pivot.

Profitability and Volatility

Net Income/Loss

  • Q1 2025: $580.7 million net income (driven by non-cash fair value gains).
  • Q2 2025: $(936.8) million net loss (non-cash fair value).
  • Q3 2025: $(146.7) million net loss (vs $(455.3) million YoY).Shift observed: Large swings dominated by non-cash fair value adjustments; underlying operations remain pressured.

Adjusted EBITDA

  • Q1 2025: $(6.1) million; Q2: $21.5 million; Q3: $(2.4) million (vs $10.1 million YoY in Q3).Shift observed: Mixed quarter-to-quarter; overall weaker vs 2024 comps.

Gross Profit

  • Q3 2025: $3.9 million (vs a gross loss of $0.2 million YoY).Shift observed: Marginal improvement YoY in gross margin despite revenue declines.

Liquidity and Balance Sheet

Liquidity (Cash + Bitcoin)

  • Q1 2025: $778.6 million
  • Q2 2025: $754.1 million
  • Q3 2025: $694.8 million (Cash $453.4 million; Bitcoin $241.4 million)Shift observed: Gradual decline through 2025 reflecting capex and operations; still robust vs capital needs but trending downward.

Ambiguity flagged

  • 10-Q line items (e.g., cash $697,942, digital assets $80,646) appear to be reported in thousands; context suggests approximately $697.9 million cash and $80.6 million digital assets. Unit basis is not explicitly labeled in the NER extract.

Capital Expenditures and Funding

Capex

  • Q1 2025 capex: just under $90 million; Q2: $121.3 million; Q3: $244.5 million (of which $196.4 million funded by CoreWeave via colocation agreements).
  • Denton expansion requires $104 million Core Scientific capex; guideline $1.5 million/MW.Shift observed: Capex accelerated into HDC buildout; dependence on customer-funded capex (CoreWeave) is a material risk post-merger termination.

Bitcoin Production and Pricing

Production/Price

  • Q3 2025: Bitcoin mined down 55% YoY; average bitcoin price up 88% YoY.
  • Halving (2024-04-19) reduced rewards to 3.125 BTC per block.Shift observed: Price tailwinds insufficient to offset volume decline in self-mining economics.

Capital Structure

Convertible Senior Notes (0.00% due 2031)

  • Issued $550 million (upsized from $500 million); initial conversion price $22.49; optional redemption after June 22, 2028; repurchase option December 15, 2027.Shift observed: Low-coupon capital supports buildout; potential dilution if stock appreciates past conversion.

4. Product/Technology Development

High-Density Colocation (HDC) / AI Infrastructure

  • HDC revenue growth; multi-site GPU-centric buildouts (Denton, Muskogee, Auburn).Shift observed: Strategic pivot toward long-duration, contract-backed AI/HPC workloads to stabilize cash flows.

GPU Clusters / NVIDIA GPU Operations

  • Core to customer demand (e.g., CoreWeave) and site expansions.Shift observed: Positions infrastructure for AI training/inference demand cycles.

Bitcoin Mining Stack (ASIC miners, Minder software)

  • Operational metrics: ~19–20 EH/s total energized hash rate across early 2025; fleet efficiency ~24–25 J/TH.Shift observed: Maintained but de-emphasized vs HDC due to halving and network difficulty.

3 nm Chips Initiative (Block, Inc.)

  • Cited early 2025; limited presence in later releases.Shift observed: Not a current execution focus relative to HDC deployments.

5. Relational Changes Between Entities

Merger Termination

Core Scientific – CoreWeave

  • Merger agreement entered July 7, 2025; stockholder vote scheduled October 30, 2025; terminated October 30, 2025.Shift observed: Eliminates takeout premium; increases focus on standalone execution and contract enforceability. Funding under existing colocation agreements (e.g., Q3 capex support of $196.4 million) becomes a key diligence area for continuity.

Colocation/Funding Agreements

Core Scientific – CoreWeave

  • Multi-year HDC contracts with projected revenues (up to $10.2 billion over 12 years, per prior disclosures); annualized colocation revenue guidance cited at $360 million (Q1 2025).Shift observed: CoreWeave remains the anchor customer; dependence risk heightened post-merger termination.

Municipal Leases and Site Enablement

Core Scientific – Denton City Council / Denton Municipal Electric

  • Lease/power expansions (to 394 MW) enabled Denton HDC growth.Shift observed: Critical municipal alignment for accelerated AI infrastructure scale.

New Site Development

Core Scientific – Port Muskogee / City of Muskogee

  • 100 MW HPC data center groundbreaking; local economic incentives.Shift observed: Adds capacity and diversifies site risk.

Core Scientific – AUBix / Auburn University / Alabama Department of Commerce

  • Auburn HPC facility ($400 million total investment; 16 MW).Shift observed: Institutional partnerships support long-term HDC expansion.

Supply/Technology References

Core Scientific – Bitmain Technologies Limited

  • Ongoing ASIC miner supplier noted in filings.Shift observed: Supports baseline bitcoin operations while HDC scales.

Core Scientific – Block, Inc.

  • Early-2025 reference to 3 nm chips; limited follow-up.Shift observed: Secondary to HDC priorities.

Capital Markets and Governance

Core Scientific – Convertible Noteholders/Underwriters

  • $550 million 0% notes due 2031, convertible at $22.49.Shift observed: Strengthened liquidity for buildouts; potential dilution over time.

Board/C-Suite Changes

Core Scientific – Jim Nygaard (CFO); Elizabeth Crain (Director/Audit Chair); Todd Becker (Departed Director); Scott Brueggeman (CMO)
  • CFO transition effective March 17, 2025; audit oversight enhanced; marketing leadership added.Shift observed: Reinforces financial rigor and go-to-market in a capital-intensive pivot.