Pith Number

pith:JZV7GNU7

pith:2025:JZV7GNU7EOMIAGH5HKMMKCSI6U

not attested not anchored not stored refs pending

Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion

Alisa Stoll, Heike Adel, Hinrich Sch\"utze, Jannik Str\"otgen, Lukas Lange, Mingyang Wang

arxiv:2502.12598 v1 · 2025-02-18 · 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{JZV7GNU7EOMIAGH5HKMMKCSI6U}

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

2 papers in Pith

LatentRAG: Latent Reasoning and Retrieval for Efficient Agentic RAG

RAG or Learning? Understanding the Limits of LLM Adaptation under Continuous Knowledge Drift in the Real World

Receipt and verification

First computed	2026-07-05T10:15:58.095657Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e6bf3369f23988018fd3a98c50a48f512b508f763339b9d77b1e20cda80d20c

Aliases

arxiv: 2502.12598 · arxiv_version: 2502.12598v1 · doi: 10.48550/arxiv.2502.12598 · pith_short_12: JZV7GNU7EOMI · pith_short_16: JZV7GNU7EOMIAGH5 · pith_short_8: JZV7GNU7

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/JZV7GNU7EOMIAGH5HKMMKCSI6U \
  | 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: 4e6bf3369f23988018fd3a98c50a48f512b508f763339b9d77b1e20cda80d20c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5cd8224a27acc9b86615cc7e283a9c5c06967676ded09f292f3c5241424e39ac",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-18T07:15:28Z",
    "title_canon_sha256": "2522d534e48392a9a2446f70012ec6768b3228d801fd245cf0580715e14e31ed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.12598",
    "kind": "arxiv",
    "version": 1
  }
}