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Pith Number

pith:VUZQ77QE

pith:2024:VUZQ77QES7KMOWD2CB3CBOONUY
not attested not anchored not stored refs pending

How to think step-by-step: A mechanistic understanding of chain-of-thought reasoning

Joykirat Singh, Soumen Chakrabarti, Subhabrata Dutta, Tanmoy Chakraborty

arxiv:2402.18312 v2 · 2024-02-28 · cs.CL · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VUZQ77QES7KMOWD2CB3CBOONUY}

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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

7 papers in Pith

Receipt and verification
First computed 2026-07-05T08:15:45.876297Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ad330ffe0497d4c7587a107620b9cda639bf3ee660709e17800e1aba0f9ea5f3

Aliases

arxiv: 2402.18312 · arxiv_version: 2402.18312v2 · doi: 10.48550/arxiv.2402.18312 · pith_short_12: VUZQ77QES7KM · pith_short_16: VUZQ77QES7KMOWD2 · pith_short_8: VUZQ77QE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VUZQ77QES7KMOWD2CB3CBOONUY \
  | 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: ad330ffe0497d4c7587a107620b9cda639bf3ee660709e17800e1aba0f9ea5f3
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4bf34d51de40b0b6eebc025b1e99cb4454dda56cf10849c5d2224323828829ca",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-28T13:14:20Z",
    "title_canon_sha256": "4093f9bb385b7ad316790cd52c2c1c0093dd42e677319d6bdf7e3c383dd8b215"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.18312",
    "kind": "arxiv",
    "version": 2
  }
}