Pith Number

pith:74U7HZEE

pith:2024:74U7HZEED6BCLDHPUJSTAUXIOS

not attested not anchored not stored refs pending

HalluCana: Fixing LLM Hallucination with A Canary Lookahead

Andrea Pierleoni, Erenay Dayanik, Shubhi Tyagi, Tianyi Li

arxiv:2412.07965 v1 · 2024-12-10 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{74U7HZEED6BCLDHPUJSTAUXIOS}

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	2026-07-05T09:47:41.794412Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff29f3e4841f82258cefa2653052e87487845e59767431bd559fea51cce591fb

Aliases

arxiv: 2412.07965 · arxiv_version: 2412.07965v1 · doi: 10.48550/arxiv.2412.07965 · pith_short_12: 74U7HZEED6BC · pith_short_16: 74U7HZEED6BCLDHP · pith_short_8: 74U7HZEE

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/74U7HZEED6BCLDHPUJSTAUXIOS \
  | 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: ff29f3e4841f82258cefa2653052e87487845e59767431bd559fea51cce591fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7735ad6d9c9ad54048e42bad205c0cef6f7c53023b2c032db721727a540a635e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-10T23:09:02Z",
    "title_canon_sha256": "bb76fa36abe6ea4d9ecf251ec9d7edc3350bbe3320a2763b38002cae2c5c2a74"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07965",
    "kind": "arxiv",
    "version": 1
  }
}