PulseGatePost-LLM software, agents & workflows market (since 2022)
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Indexed today: 367

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grounded-reasoning

pypi.org·Infrastructure

grounded-reasoning is an open-source CLI tool designed to verify the precision of multi-hop relational reasoning in outputs from large language models and agents. It provides zero-token verification and is aimed at AI researchers and developers seeking reliable evaluation tools.

Open SourceMIT
CLI
G
Visit PyPI↗

Overview

5 features

grounded-reasoning is a LLM eval & observability product. It focuses on ensuring the precision and reliability of multi-hop relational reasoning in LLM and agent outputs. grounded-reasoning is an open-source project aimed at AI researchers and developers. The project is open source (MIT). grounded-reasoning is available on the command line.

ALEXaquarius builds and maintains grounded-reasoning, and the product first shipped in 2026. The project is developed in the open on GitHub with 8 commits in the last 90 days. Among its 5 catalogued features are CLI interface, LLM verification, and multi-hop reasoning.

  • ✓CLI interface
  • ✓LLM verification
  • ✓Multi-hop reasoning
  • ✓Precision guarantees
  • ✓MIT license

Tags

llm-verificationmulti-hop-reasoningprecision-guaranteecli-toolai-evaluation

AI capabilities

TextWeights: Open

Built with & integrations

Runs on
CLI

Trust & compliance

LicenseMIT
Verified signals
✓ HTTPS✓ Open Source✓ GitHub✓ Active maintenance

Recent events

Latest indexed changes and source events

  1. IndexedJul 3, 7:42 PM

    grounded-reasoning discovered by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about grounded-reasoning

What is grounded-reasoning?
Grounded-reasoning focuses on ensuring the precision and reliability of multi-hop relational reasoning in LLM and agent outputs. It is catalogued under LLM eval & observability on PulseGate.
Who should use grounded-reasoning?
grounded-reasoning is an open-source project built for AI researchers and developers.
Does grounded-reasoning have a free plan?
Yes — grounded-reasoning is open source under the MIT license and free to use.
What platforms does grounded-reasoning run on?
grounded-reasoning runs on the command line.
Is grounded-reasoning still active?
PulseGate's automated liveness checks currently classify grounded-reasoning as active. The GitHub repository shows 8 commits in the last 90 days.
What tools are similar to grounded-reasoning?
Similar tools tracked by PulseGate include groundlens, grounding-gate, and manhattan-reasoning-gym.groundlensgrounding-gatemanhattan-reasoning-gym
Who develops grounded-reasoning?
grounded-reasoning is developed by ALEXaquarius.
How long has grounded-reasoning been around?
grounded-reasoning first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes (GitHub)
License
MIT
First seen
Jul 3, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
AI researchers and developers
Model
Open source
Solves
Ensuring the precision and reliability of multi-hop relational reasoning in LLM and agent outputs.

Developer

ALEXaquarius
Solo developer
↗ GitHub

Open source

View on GitHub →
⭐ Stars
0
🍴 Forks
0
Open issues
0
Last commit
2w ago
Commits 90d
8
Contributors
1
Authorship
Solo
Default branch
main
Latest release
v0.1.0 · 2w ago

PulseGate index

Confidence
Low · 64
Indexed
Jul 3, 2026
Lifecycle
Alive
Activity
Active
First seen
Jul 2026
Last seen
2w ago
Freshness
Unknown
Identity audit (9)
Entity ID
cmr5cce9000e838uo586xiq1r
Slug
grounded-reasoning-pypi-org
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 3, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 5, 2026
Canonical URL
https://pypi.org/project/grounded-reasoning

Similar apps

Other apps tracked under the same category.

  • groundlens
    pypi.org
  • grounding-gate
    pypi.org
  • manhattan-reasoning-gym
    pypi.org
  • grasp-rdf
    github.com
  • agent-run-ledger
    pypi.org
  • commonground-kernel
    github.com