Pith. sign in
Pith Number

pith:XS6QH2PH

pith:2026:XS6QH2PHVDYFQIU75AWGHZHQB2
not attested not anchored not stored refs pending

Ontology-Amplified Distillation and Contextuality Auditing for Sovereign Enterprise Language Models: A Combined Proof-of-Mechanism and Negative-Results Method Study

Thanh Luong Tuan

arxiv:2607.11948 v1 · 2026-07-11 · cs.AI · cs.CL · cs.LG · cs.MA

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\usepackage{pith}
\pithnumber{XS6QH2PHVDYFQIU75AWGHZHQB2}

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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 2026-07-15T00:21:24.483378Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

bcbd03e9e7a8f058229fe82c63e4f00eb20044f133ef6337c63319a134b623cd

Aliases

arxiv: 2607.11948 · arxiv_version: 2607.11948v1 · doi: 10.48550/arxiv.2607.11948 · pith_short_12: XS6QH2PHVDYF · pith_short_16: XS6QH2PHVDYFQIU7 · pith_short_8: XS6QH2PH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XS6QH2PHVDYFQIU75AWGHZHQB2 \
  | 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: bcbd03e9e7a8f058229fe82c63e4f00eb20044f133ef6337c63319a134b623cd
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a11484690f073ddc1d3afc69fdccd8c627415dcddc948bacacbcece23d93726c",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-11T15:42:40Z",
    "title_canon_sha256": "9e4bbf2d63ac9da1111f056fe846dc16d8287689e87b57534e229c4c793eccc7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.11948",
    "kind": "arxiv",
    "version": 1
  }
}