Pith Number

pith:KSOVKZ64

pith:2024:KSOVKZ64FH7Y4OYP5OPTSCQIDJ

not attested not anchored not stored refs pending

Speak It Out: Solving Symbol-Related Problems with Symbol-to-Language Conversion for Language Models

Peng Li, Sijie Cheng, Yang Liu, Yile Wang, Zixin Sun

arxiv:2401.11725 v2 · 2024-01-22 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KSOVKZ64FH7Y4OYP5OPTSCQIDJ}

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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

A Learning Method for Symbolic Systems Using Large Language Models

Receipt and verification

First computed	2026-07-05T07:55:14.146872Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

549d5567dc29ff8e3b0feb9f390a081a542f4d4d1ec9eec1ff5fa774d67a177f

Aliases

arxiv: 2401.11725 · arxiv_version: 2401.11725v2 · doi: 10.48550/arxiv.2401.11725 · pith_short_12: KSOVKZ64FH7Y · pith_short_16: KSOVKZ64FH7Y4OYP · pith_short_8: KSOVKZ64

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/KSOVKZ64FH7Y4OYP5OPTSCQIDJ \
  | 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: 549d5567dc29ff8e3b0feb9f390a081a542f4d4d1ec9eec1ff5fa774d67a177f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "66534552a3f171c8d58812fa79b5d3250ce0b37a8e26c9ac97e38fb095ea670f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-22T07:07:06Z",
    "title_canon_sha256": "2bb5eca4cbe98f7b1065a6c8afd9b076dcb9db4875de559ac64b6d09a1d0bf46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.11725",
    "kind": "arxiv",
    "version": 2
  }
}