Pith Number

pith:5BMSEZ24

pith:2026:5BMSEZ24QX72CL6EO6DNSJBFIN

not attested not anchored not stored refs pending

AMEL: Accumulated Message Effects on LLM Judgments

Sid-ali Temkit

arxiv:2605.22714 v1 · 2026-05-21 · cs.AI · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5BMSEZ24QX72CL6EO6DNSJBFIN}

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	2026-05-22T02:04:51.577733Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e85922675c85ffa12fc47786d92425434e1324a35413006c1d9e116b64503a83

Aliases

arxiv: 2605.22714 · arxiv_version: 2605.22714v1 · doi: 10.48550/arxiv.2605.22714 · pith_short_12: 5BMSEZ24QX72 · pith_short_16: 5BMSEZ24QX72CL6E · pith_short_8: 5BMSEZ24

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/5BMSEZ24QX72CL6EO6DNSJBFIN \
  | 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: e85922675c85ffa12fc47786d92425434e1324a35413006c1d9e116b64503a83

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8817483034749300de8be9b3d149e4e3a7dab7bbe0f9489c422aaf6c5e8d696a",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-21T16:51:04Z",
    "title_canon_sha256": "151729e892868df75a76a0fa25a949019a9c96011d1cdde280c90569cbe72e3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.22714",
    "kind": "arxiv",
    "version": 1
  }
}