Pith Number

pith:JDKLNBOO

pith:2026:JDKLNBOOYIXUCW5P63PVYMKT5B

not attested not anchored not stored refs pending

Toward Localizing and Repairing Bias in Transformer Attention Heads

Sigma Jahan

arxiv:2607.12863 v1 · 2026-07-14 · cs.SE · 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{JDKLNBOOYIXUCW5P63PVYMKT5B}

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	2026-07-15T01:22:22.321103Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48d4b685cec22f415baff6df5c3153e850c30cde78e08a56de4742d83e68822d

Aliases

arxiv: 2607.12863 · arxiv_version: 2607.12863v1 · doi: 10.48550/arxiv.2607.12863 · pith_short_12: JDKLNBOOYIXU · pith_short_16: JDKLNBOOYIXUCW5P · pith_short_8: JDKLNBOO

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/JDKLNBOOYIXUCW5P63PVYMKT5B \
  | 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: 48d4b685cec22f415baff6df5c3153e850c30cde78e08a56de4742d83e68822d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f633172249fd650207050ce7c15acb0d95d7714ec3280935ba2779389f76f2ee",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-07-14T15:15:16Z",
    "title_canon_sha256": "f1cc6776de28a8083c366ff6aee56924c03125a953e5d2b85329c71099e6b7b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.12863",
    "kind": "arxiv",
    "version": 1
  }
}