Pith Number

pith:2OJSO4IQ

pith:2025:2OJSO4IQTNVIPVG7CVNWICDPWN

not attested not anchored not stored refs pending

Balancing Information Accuracy and Response Timeliness in Networked LLMs

Baturalp Buyukates, Melih Bastopcu, Yigit Turkmen

arxiv:2508.02209 v1 · 2025-08-04 · cs.LG · cs.AI · cs.IT · cs.NI · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2OJSO4IQTNVIPVG7CVNWICDPWN}

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.

Receipt and verification

First computed	2026-07-05T11:48:10.256173Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d3932771109b6a87d4df155b64086fb3597a4ce1561e4d03384f2911cd896907

Aliases

arxiv: 2508.02209 · arxiv_version: 2508.02209v1 · doi: 10.48550/arxiv.2508.02209 · pith_short_12: 2OJSO4IQTNVI · pith_short_16: 2OJSO4IQTNVIPVG7 · pith_short_8: 2OJSO4IQ

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/2OJSO4IQTNVIPVG7CVNWICDPWN \
  | 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: d3932771109b6a87d4df155b64086fb3597a4ce1561e4d03384f2911cd896907

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "316a4c54f4ba1e7ff897c1e69abe435b97bf7fbec4ea296b4b0ac24480f7817a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IT",
      "cs.NI",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-04T09:00:01Z",
    "title_canon_sha256": "8521fb5cc6c665fe08fcb35e8134f498cdbce3d1f88393d9111131170887e414"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.02209",
    "kind": "arxiv",
    "version": 1
  }
}