Pith Number

pith:XBDZJTVP

pith:2026:XBDZJTVPCW3DCKQLZ3OYZVQ7HQ

not attested not anchored not stored refs pending

Symbolic Mechanistic Data Attribution: Tracing Training Influence to Learned Behavioral Policies

Darian Lee, Magy Seif El-Nasr, Reza Habibi

arxiv:2606.29171 v1 · 2026-06-28 · cs.LG · cs.AI · 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{XBDZJTVPCW3DCKQLZ3OYZVQ7HQ}

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	2026-06-30T01:17:55.523303Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b84794ceaf15b6312a0bcedd8cd61f3c32c128a0426058d6f879b6da78e8411a

Aliases

arxiv: 2606.29171 · arxiv_version: 2606.29171v1 · doi: 10.48550/arxiv.2606.29171 · pith_short_12: XBDZJTVPCW3D · pith_short_16: XBDZJTVPCW3DCKQL · pith_short_8: XBDZJTVP

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/XBDZJTVPCW3DCKQLZ3OYZVQ7HQ \
  | 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: b84794ceaf15b6312a0bcedd8cd61f3c32c128a0426058d6f879b6da78e8411a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "39cc1c64afc3f3b7672c3efd81a64d11fead2ab21326bb7b5676f6bc058796dc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-28T03:32:06Z",
    "title_canon_sha256": "6b618be62f95a44d53124cd2c8cf7f50bde0b0edaedf899a98039ddcbea0f8e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.29171",
    "kind": "arxiv",
    "version": 1
  }
}