Pith Number

pith:X6R24ODS

pith:2024:X6R24ODSQ6ET2GCLHIZYLVIPNI

not attested not anchored not stored refs pending

Reasoning Circuits in Language Models: A Mechanistic Interpretation of Syllogistic Inference

Andr\'e Freitas, Geonhee Kim, Marco Valentino

arxiv:2408.08590 v3 · 2024-08-16 · cs.CL · cs.AI · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X6R24ODSQ6ET2GCLHIZYLVIPNI}

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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

1 paper in Pith

Data-driven Machine Learning Cannot Reach Symbolic-level Logical Reasoning -- The Limit of the Scaling Law

Receipt and verification

First computed	2026-07-05T11:25:03.497926Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bfa3ae387287893d184b3a3385d50f6a1b39e4571d307e05f1c5958b0d3ef785

Aliases

arxiv: 2408.08590 · arxiv_version: 2408.08590v3 · doi: 10.48550/arxiv.2408.08590 · pith_short_12: X6R24ODSQ6ET · pith_short_16: X6R24ODSQ6ET2GCL · pith_short_8: X6R24ODS

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/X6R24ODSQ6ET2GCLHIZYLVIPNI \
  | 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: bfa3ae387287893d184b3a3385d50f6a1b39e4571d307e05f1c5958b0d3ef785

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b25e5944354d1afb6b997caddc4f85a8790125b34c197aae9b77ce8f37d9643",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-16T07:47:39Z",
    "title_canon_sha256": "1ae0a57d8e047fdf4818e9addd761234b5162e6a60914d0398dee73091cc61be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.08590",
    "kind": "arxiv",
    "version": 3
  }
}