Pith Number

pith:NQKGKO7X

pith:2026:NQKGKO7XFIGZM4YVR4HKN5DCNG

not attested not anchored not stored refs pending

Probabilistic Concept-Aware Steering for Trustworthy LLM Inference

Brian Becker, Rui Chu, Yingjie Lao

arxiv:2607.18259 v1 · 2026-05-15 · 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{NQKGKO7XFIGZM4YVR4HKN5DCNG}

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	2026-07-22T00:22:39.026327Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c14653bf72a0d9673158f0ea6f462699bb863c275ad089322bb427217ccff46

Aliases

arxiv: 2607.18259 · arxiv_version: 2607.18259v1 · doi: 10.48550/arxiv.2607.18259 · pith_short_12: NQKGKO7XFIGZ · pith_short_16: NQKGKO7XFIGZM4YV · pith_short_8: NQKGKO7X

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/NQKGKO7XFIGZM4YVR4HKN5DCNG \
  | 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: 6c14653bf72a0d9673158f0ea6f462699bb863c275ad089322bb427217ccff46

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76e6725e3637cbd0822055238b1e05766d5fb5af8ede8991c475929e16c936b7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-15T15:34:48Z",
    "title_canon_sha256": "0c38b8df2be7aaae5f8fc95c6c99334a8329d346b93745e2fcd535c07c16e60b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.18259",
    "kind": "arxiv",
    "version": 1
  }
}