Pith Number

pith:XGGWBZC5

pith:2023:XGGWBZC54NCVSSOAI7FEAGS3AG

not attested not anchored not stored refs pending

Large Knowledge Model: Perspectives and Challenges

Huajun Chen

arxiv:2312.02706 v2 · 2023-12-05 · cs.AI · 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{XGGWBZC54NCVSSOAI7FEAGS3AG}

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

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization

Receipt and verification

First computed	2026-07-05T08:37:04.410289Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b98d60e45de3455949c047ca401a5b01ba5b539e92cb85ccfb4d357593e4f1f6

Aliases

arxiv: 2312.02706 · arxiv_version: 2312.02706v2 · doi: 10.48550/arxiv.2312.02706 · pith_short_12: XGGWBZC54NCV · pith_short_16: XGGWBZC54NCVSSOA · pith_short_8: XGGWBZC5

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/XGGWBZC54NCVSSOAI7FEAGS3AG \
  | 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: b98d60e45de3455949c047ca401a5b01ba5b539e92cb85ccfb4d357593e4f1f6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b391f7ab0889270e17afaebda7ae8b63758545ac5fdba2f102fb2b9ddb2b5027",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-12-05T12:07:30Z",
    "title_canon_sha256": "1f25138ef7b3c11374243f966072d78d8c2c9e4fe81338dfe539ce947d2c7e47"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.02706",
    "kind": "arxiv",
    "version": 2
  }
}