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Artificial Intelligence · AI-17

Grounded Commercial Case Reasoning

Evaluate evidence retrieval and structured reasoning over synthetic contracts, construction cases and commercial disputes.

  • Synthetic records
  • Longitudinal benchmark
  • Nairobi + Lagos
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Scope & purpose

Connected scope

Connect dispute facts, contracts and outcomes to prototype legal issue extraction and evidence-based reasoning.

  • Legal
  • Contracts
  • Construction
  • Business

Assess identity, dates and factual support against the supplied records. Agree evaluation references before delivery.

Possible uses

Task prototyping · Evidence tracing · Error analysis · Controlled evaluation

Who it is for

Legal-tech teams · LLM evaluators · dispute professionals · researchers

Preview type
Illustrative format preview
Shows example structure and fields. It is not a sample extracted from the paid release.
Commercial availability
Confirmed in your written quote
The listed cities describe catalogue coverage. We confirm the exact release and available extract before agreement.
Starting-price basis
USD per selected city
Cohort size and period are specified in the quote; the listed rate does not define a fixed-size package. Discount and tax are shown separately.
Your agreed delivery
Scope and supporting artifacts listed in the quote
Confirm entities or rows, observation period, fields, formats, documentation, evidence, known limits and usage rights.

Paid dataset delivery

What you receive

SD delivery standard
Published cities
Nairobi + Lagos
Record scope
Case + document
Structure
Longitudinal benchmark

Striped Donkey delivery package

  • data/Agreed extract and formats
  • documentation/Schema, fields and relationships
  • evidence/Agreed release checks and limits
  • examples/Agreed loading and join examples
  • LICENSEApplicable rights
  • MANIFESTRelease and file inventory
  • CHECKSUMSSHA-256 fingerprints
  • DELIVERY_NOTEScope and handoff record

Your written quote confirms selected cities, period, formats, commercial rights, detailed artifacts and secure delivery. The complete paid package is prepared privately after agreement.

Free evaluation preview

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15 illustrative rows · 11 fields · CSV

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Illustrative rows show the format. Your quote confirms delivered records, fields and time coverage.

Download all preview rows. City selections apply to your data request.

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Fields and record structure

Listed features

Case + document · Longitudinal benchmark

  • case chronology
  • claim / award outcome
  • contract context
  • case timeline
  • resolution outcome
  • legal-event history
  • contract milestones

Study question

Evaluation design

Can an AI connect contract obligations, construction events and dispute claims into a supported case analysis while identifying conflicting or missing evidence?

Use reviewed issue-to-evidence links and reference findings; score retrieval and reasoning separately, without treating a generated analysis as a legal determination.

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Evidence you can inspect

Source & limitations

Review release-specific methods and published checks. Preview rows show format and scope; they do not certify a dataset.

Supporting references
NairobiEvidenceSamples
LagosEvidenceSamples
MethodsGenerationReproduce

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Licence & delivery

Free preview

Use free samples under the public-use policy or their dataset-specific licence. Attribution is required for publication and research outputs.

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Purchased dataset

Your agreement defines the release, licensed organization, permitted uses and duration. Commercial model training, external applications and redistribution require explicit agreement.

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