Pith Number

pith:64ZZHAUR

pith:2026:64ZZHAURR6ZXKVJGXSZMFI5X7J

not attested not anchored not stored refs pending

Not All Errors Are Equal: A Systematic Study of Error Propagation in Large Language Model Inference

Guanpeng Li, Sheng Di, Yafan Huang

arxiv:2606.02430 v1 · 2026-06-01 · cs.DC · 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{64ZZHAURR6ZXKVJGXSZMFI5X7J}

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	2026-06-02T03:04:59.106526Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f7339382918fb3755526bcb2c2a3b7fa757ad5a6038445fdbc26126459fb1676

Aliases

arxiv: 2606.02430 · arxiv_version: 2606.02430v1 · doi: 10.48550/arxiv.2606.02430 · pith_short_12: 64ZZHAURR6ZX · pith_short_16: 64ZZHAURR6ZXKVJG · pith_short_8: 64ZZHAUR

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/64ZZHAURR6ZXKVJGXSZMFI5X7J \
  | 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: f7339382918fb3755526bcb2c2a3b7fa757ad5a6038445fdbc26126459fb1676

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6070bbbb0683813576f68a7550c6f28f8a0b30215c8064eeb007825af9eb4f95",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2026-06-01T16:04:51Z",
    "title_canon_sha256": "0d594ac5b48cc2eb88a5f37d5770d6eeeb890fa9b08ebf07388e75af82f2108f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.02430",
    "kind": "arxiv",
    "version": 1
  }
}