Pith Number

pith:IDGEHSD4

pith:2025:IDGEHSD4IAQCX5UMHFRQ22O2FX

not attested not anchored not stored refs pending

Advancing Reasoning in Large Language Models: Promising Methods and Approaches

Aryan Jadon, Avinash Patil

arxiv:2502.03671 v2 · 2025-02-05 · cs.CL · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IDGEHSD4IAQCX5UMHFRQ22O2FX}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

6 papers in Pith

ClassicLogic: A Knowledge-Driven Benchmark of Classic Puzzle Games for Evaluating Compositional Generalization

OPPO: Bayesian Value Recursion for Token-Level Credit Assignment in LLM Reasoning

Agentic Reasoning and Tool Integration for LLMs via Reinforcement Learning

Frozen LLMs as Map-Aware Spatio-Temporal Reasoners for Vehicle Trajectory Prediction

Receipt and verification

First computed	2026-07-05T11:10:51.850133Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40cc43c87c40202bf68c39630d69da2de0d970611a053489796063f9db9bccf5

Aliases

arxiv: 2502.03671 · arxiv_version: 2502.03671v2 · doi: 10.48550/arxiv.2502.03671 · pith_short_12: IDGEHSD4IAQC · pith_short_16: IDGEHSD4IAQCX5UM · pith_short_8: IDGEHSD4

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/IDGEHSD4IAQCX5UMHFRQ22O2FX \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 40cc43c87c40202bf68c39630d69da2de0d970611a053489796063f9db9bccf5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32a34dc6a6b993b1926f7ec9415e060d308f941a2c9bb0ca7a56e529023d268f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-05T23:31:39Z",
    "title_canon_sha256": "a41d4282f9cc48152a67f09d76bccd7270a8c870b8e5f6cfbd2f0d4b42701235"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.03671",
    "kind": "arxiv",
    "version": 2
  }
}