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Pith Number

pith:QO2DPIO2

pith:2025:QO2DPIO2TGXYYLPNYV5NW6WMTX
not attested not anchored not stored refs pending

REAL: Reading Out Transformer Activations for Precise Localization in Language Model Steering

Bo Liu, Chengqiang Xie, Jiannong Cao, Li-Ming Zhan, Xiao-Ming Wu

arxiv:2506.08359 v3 · 2025-06-10 · cs.CL

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\usepackage{pith}
\pithnumber{QO2DPIO2TGXYYLPNYV5NW6WMTX}

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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 2026-07-14T01:21:59.663501Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

83b437a1da99af8c2dedc57adb7acc9dc16c6e42d37bb0b778c1d293b2e581d8

Aliases

arxiv: 2506.08359 · arxiv_version: 2506.08359v3 · doi: 10.48550/arxiv.2506.08359 · pith_short_12: QO2DPIO2TGXY · pith_short_16: QO2DPIO2TGXYYLPN · pith_short_8: QO2DPIO2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/QO2DPIO2TGXYYLPNYV5NW6WMTX \
  | 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: 83b437a1da99af8c2dedc57adb7acc9dc16c6e42d37bb0b778c1d293b2e581d8
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2e1c241023e6c98876a68470d4439824e507af6f715e7c15c9888e1a3406768f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-10T02:16:50Z",
    "title_canon_sha256": "31fb1ce7699061fc6977ced6d243b13ee58a2c1576237fc9a0f5526084ec37d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.08359",
    "kind": "arxiv",
    "version": 3
  }
}