Pith Number

pith:ZO64LCKH

pith:2026:ZO64LCKHLSIZHNNWOHQHMLAMV2

not attested not anchored not stored refs pending

Output-Space Search: Targeting LLM Generations in a Frozen Encoder-Defined Output Space

Tobias Materzok

arxiv:2601.21169 v1 · 2026-01-29 · cs.CL · 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{ZO64LCKHLSIZHNNWOHQHMLAMV2}

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	2026-07-14T01:19:58.175949Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cbbdc589475c9193b5b671e0762c0caeb059eb30452a92cf479b84a3a87b28dd

Aliases

arxiv: 2601.21169 · arxiv_version: 2601.21169v1 · doi: 10.48550/arxiv.2601.21169 · pith_short_12: ZO64LCKHLSIZ · pith_short_16: ZO64LCKHLSIZHNNW · pith_short_8: ZO64LCKH

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/ZO64LCKHLSIZHNNWOHQHMLAMV2 \
  | 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: cbbdc589475c9193b5b671e0762c0caeb059eb30452a92cf479b84a3a87b28dd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "914da9019c34acc2f0acc99bf741eec8de2e6c729afb3d09ad76532ed64c148b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-01-29T02:11:43Z",
    "title_canon_sha256": "794c91c1dd7a9f61daf8518519edef325110bc478314daf5739eccf3aa7b3646"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.21169",
    "kind": "arxiv",
    "version": 1
  }
}