Pith Number

pith:IQMV5ALB

pith:2025:IQMV5ALBL3NJXAOR2QVUYIRNST

not attested not anchored not stored refs pending

HiLDe: Intentional Code Generation via Human-in-the-Loop Decoding

Emmanuel Anaya Gonz\'alez, Nadia Polikarpova, Raven Rothkopf, Sorin Lerner

arxiv:2505.22906 v2 · 2025-05-28 · cs.HC · cs.AI · cs.PL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IQMV5ALBL3NJXAOR2QVUYIRNST}

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	2026-07-05T11:13:27.632735Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

44195e81615eda9b81d1d42b4c222d94cbf65bd66c5098af9109aee02836c416

Aliases

arxiv: 2505.22906 · arxiv_version: 2505.22906v2 · doi: 10.48550/arxiv.2505.22906 · pith_short_12: IQMV5ALBL3NJ · pith_short_16: IQMV5ALBL3NJXAOR · pith_short_8: IQMV5ALB

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/IQMV5ALBL3NJXAOR2QVUYIRNST \
  | 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: 44195e81615eda9b81d1d42b4c222d94cbf65bd66c5098af9109aee02836c416

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e09eb7d910b28ea3b977689adde99c39360dbfb67f67b34c637100a8f223575f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.PL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-05-28T22:11:17Z",
    "title_canon_sha256": "a09ad8e609fd3133a0bdf10645ae058ac7f46e8b48ef42609362c9a598e23ef9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.22906",
    "kind": "arxiv",
    "version": 2
  }
}