01 · SCORE SUMMARY
TOTAL CATEGORIES
8
6 public samples · 2 workflow/retrieval gaps
CAPABLE
6/8
All 6 public benchmark tasks matched
GAPS
2
SPA extraction + merger retrieval
BOTH GAPS
BUILDABLE
TREDNALS-compatible · PEMCLAU local inference
FULL DATASET
CONTACT
Harvey AI · harveyai/biglaw-bench · request access
02 · THE 6 PUBLIC BENCHMARK TASKS — EOSE CLO COVERAGE
LITIGATION / REGULATORY & ADVISING
Client alert re: court order + implications for 2020 NBPP copay accumulator programs
EOSE CLO: Harvey · Ruth · Cochran
Structure + Substance rubric · hallucination penalty✅ CAPABLE
LITIGATION / DOCUMENT REVIEW & ANALYSIS
Chronology + conflicts/gaps/contradictions from Enron/Skilling trial documents
EOSE CLO: GREYBACK + THURGOOD
Timeline + gap analysis rubric✅ CAPABLE
LITIGATION / TRIAL PREP & ORAL ARGUMENT
Trial preparation and oral argument strategy from litigation filings
EOSE CLO: Cochran + Atticus
Oral argument rubric✅ CAPABLE
TRANSACTIONAL / CORPORATE STRATEGY & ADVISING
Corporate strategy advising for complex transactional matters
EOSE CLO: IMHOTEP + Amani
Strategy + substance rubric✅ CAPABLE
TRANSACTIONAL / DRAFTING
Contract and agreement drafting from template and instructions
EOSE CLO: Harvey + Ruth
Structure + style + substance rubric✅ CAPABLE
TRANSACTIONAL / NEGOTIATION STRATEGY
Negotiation strategy and position analysis for transactional matters
EOSE CLO: Cochran + Amani
Strategy rubric✅ CAPABLE
WORKFLOWS / SPA DEAL POINTS EXTRACTION
Extract structured deal points from Stock Purchase Agreement: purchase price, indemnification caps/baskets, termination rights, governing law
EOSE CLO: GAP — SPA extraction pipeline not yet built
Build: PEMCLAU local · 20-field schema⚠️ BUILD
RETRIEVAL / MERGER AGREEMENT RETRIEVAL
Retrieve specific provisions from merger agreements (Aerojet, iRobot, MoneyGram, CyrusOne, etc.)
EOSE CLO: GAP — merger retrieval collection not yet built
Build: pemclau-mergers qdrant collection⚠️ BUILD
03 · SPA DEAL POINTS SCHEMA — ALL 20 FIELDS (Harvey BigLaw Bench)
effective_date
purchaser (name · entity · jurisdiction)
seller (name · entity · jurisdiction)
company (name · entity · jurisdiction)
base_purchase_price
price_per_share
number_of_shares
closing_deliverables[ ]
purchase_price_adjustments
capitalization (shares + pro_forma_%)
transaction_agreements[ ]
indemnification.buyer (survival · cap · basket)
indemnification.seller (survival · cap · basket)
conditions_to_closing[ ]
governing_law
dispute_resolution_jurisdiction
termination_rights.buyer
termination_rights.seller
effect_of_termination[ ]
transfer_taxes · fees_and_expenses · notices
⚠️ critical = CCPC defence · IP sovereignty · acquisition veto · jurisdiction gate
04 · PUBLIC MERGER AGREEMENTS — BIGLAW BENCH RETRIEVAL CORPUS
These are public documents available for CLO training and retrieval system development.
Source: harveyai/biglaw-bench · blb-retrieval/merger_agreements
Aerojet Rocketdyne
Merger Agreement 2022 · Defence sector · complex regulatory conditions
iRobot Corp.
Amazon acquisition · FTC scrutiny · terminated 2024
MoneyGram International
Madison Dearborn Partners · fintech · CFIUS-adjacent
CyrusOne Inc.
KKR + GIP data centre acquisition · infrastructure
Alkuri Global Acquisition Corp.
SPAC merger structure · blank-cheque company
Bluerock Residential Growth REIT
Blackstone · REIT acquisition · complex distribution waterfall
PS Business Parks
Blackstone · commercial REIT · multiple entity structure
Sanderson Farms Inc.
Wayne Farms · agricultural · DOJ review
SPX FLOW, Inc.
Lone Star Funds · industrial · go-shop provisions
Preferred Apartment Communities
Blackstone · multifamily REIT · Maryland law
05 · ACTION ITEMS — CLOSING THE 2 GAPS
ACTION 01 · P1
BUILD SPA EXTRACTION PIPELINE
PEMCLAU-based · local inference · 20-field schema · Ontario jurisdiction focus · Amani-operable · no cloud egress · TREDNALS-compatible · input: any SPA PDF · output: structured JSON matching blb-workflows/spa/schema.json
ACTION 02 · P1
BUILD MERGER AGREEMENT RETRIEVAL
New qdrant collection: pemclau-mergers · ingest 10 public agreements + EOSE group agreements as they're executed · 2-hop retrieval for provision cross-referencing · nomic-embed-text @ yone:11434
ACTION 03 · P2
SCORE AGAINST FULL DATASET
Contact Harvey AI for access to full BigLaw Bench dataset (138 stars, 18 forks, actively maintained) · run EOSE CLO bench against all categories · gap-close loop · benchmark cadence: quarterly