Pith Number

pith:OSTYKTTA

pith:2025:OSTYKTTAHSCWQUASCZ3KOPF5LW

not attested not anchored not stored refs pending

Memorizing is Not Enough: Deep Knowledge Injection Through Reasoning

Ben He, Boxi Cao, Hongyu Lin, Le Sun, Ruoxi Xu, Xiangang Li, Xianpei Han, Yaojie Lu, Yingfei Sun, Yunjie Ji

arxiv:2504.00472 v1 · 2025-04-01 · 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{OSTYKTTAHSCWQUASCZ3KOPF5LW}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

PropMEND: Hypernetworks for Knowledge Propagation in LLMs

Receipt and verification

First computed	2026-07-05T10:42:27.039538Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

74a7854e603c856850121676a73cbd5dbaaa0230a6ddee755b6f9c91021c9692

Aliases

arxiv: 2504.00472 · arxiv_version: 2504.00472v1 · doi: 10.48550/arxiv.2504.00472 · pith_short_12: OSTYKTTAHSCW · pith_short_16: OSTYKTTAHSCWQUAS · pith_short_8: OSTYKTTA

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/OSTYKTTAHSCWQUASCZ3KOPF5LW \
  | 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: 74a7854e603c856850121676a73cbd5dbaaa0230a6ddee755b6f9c91021c9692

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c2b2aa7f508509e9e83c28702631f8090d7bb185ca2915dc909a4530e70ca9a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-01T06:59:59Z",
    "title_canon_sha256": "ce3f5fbb3ebcf12984efd48ef4f2c25d058bd31c336adadf8476b6547ca956f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.00472",
    "kind": "arxiv",
    "version": 1
  }
}