Pith Number

pith:LCNFAEUP

pith:2025:LCNFAEUP7RMGTQOKOBRI4BOGIK

not attested not anchored not stored refs pending

Thinking Machines: A Survey of LLM based Reasoning Strategies

Asif Ekbal, Dibyanayan Bandyopadhyay, Soham Bhattacharjee

arxiv:2503.10814 v1 · 2025-03-13 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LCNFAEUP7RMGTQOKOBRI4BOGIK}

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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

5 papers in Pith

Neuro-Symbolic Control with Large Language Models for Language-Guided Spatial Tasks

One Model to Translate Them All? A Journey to Mount Doom for Multilingual Model Merging

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models

StaRPO: Stability-Augmented Reinforcement Policy Optimization

AdversarialCoT: Single-Document Retrieval Poisoning for LLM Reasoning

Receipt and verification

First computed	2026-07-05T10:31:06.193063Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

589a50128ffc5869c1ca70628e05c642b2e31cc8f46fbc44f4320b1d3c6e70aa

Aliases

arxiv: 2503.10814 · arxiv_version: 2503.10814v1 · doi: 10.48550/arxiv.2503.10814 · pith_short_12: LCNFAEUP7RMG · pith_short_16: LCNFAEUP7RMGTQOK · pith_short_8: LCNFAEUP

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/LCNFAEUP7RMGTQOKOBRI4BOGIK \
  | 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: 589a50128ffc5869c1ca70628e05c642b2e31cc8f46fbc44f4320b1d3c6e70aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f174e50b1620c93523b2109211e729204deb42cd56ccc3e2d0dd0cde8db8ac4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-13T19:03:41Z",
    "title_canon_sha256": "45e458859c802e81f61ee7d4678fac649cccb168197473ad62c440da3aca2f6e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.10814",
    "kind": "arxiv",
    "version": 1
  }
}