Pith Number

pith:ZTRRVZJN

pith:2026:ZTRRVZJNR5ATA5HV4GTOTUZCOR

not attested not anchored not stored refs pending

Explaining Attention with Program Synthesis

Amiri Hayes, Belinda Li, Jacob Andreas

arxiv:2606.19317 v1 · 2026-06-17 · cs.LG · 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{ZTRRVZJNR5ATA5HV4GTOTUZCOR}

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	2026-06-19T16:12:11.008032Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cce31ae52d8f413074f5e1a6e9d3227453948cac2c7c107ee85c0e5476465393

Aliases

arxiv: 2606.19317 · arxiv_version: 2606.19317v1 · doi: 10.48550/arxiv.2606.19317 · pith_short_12: ZTRRVZJNR5AT · pith_short_16: ZTRRVZJNR5ATA5HV · pith_short_8: ZTRRVZJN

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/ZTRRVZJNR5ATA5HV4GTOTUZCOR \
  | 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: cce31ae52d8f413074f5e1a6e9d3227453948cac2c7c107ee85c0e5476465393

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9aae0e9b5161b9bb14f1cd02fe75581f634d4c8e245496b19931e3707daad348",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-17T17:40:55Z",
    "title_canon_sha256": "797a3c17e13c887eb0b90776948a6327735ad3a94cf06616fe8a5333763bdcc6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.19317",
    "kind": "arxiv",
    "version": 1
  }
}