Pith Number

pith:LWINDPQU

pith:2025:LWINDPQUIM7UMXHMWCNVIXDH5X

not attested not anchored not stored refs pending

Pheromone-based Learning of Optimal Reasoning Paths

Aditya Tiwari, Anirudh Chari, Brian Zhou, Richard Lian, Suraj Reddy

arxiv:2501.19278 v1 · 2025-01-31 · 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{LWINDPQUIM7UMXHMWCNVIXDH5X}

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	2026-07-05T10:07:58.766374Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d90d1be14433f465cecb09b545c67ede9d84d33f05b5f343241f9e91d2a7212

Aliases

arxiv: 2501.19278 · arxiv_version: 2501.19278v1 · doi: 10.48550/arxiv.2501.19278 · pith_short_12: LWINDPQUIM7U · pith_short_16: LWINDPQUIM7UMXHM · pith_short_8: LWINDPQU

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/LWINDPQUIM7UMXHMWCNVIXDH5X \
  | 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: 5d90d1be14433f465cecb09b545c67ede9d84d33f05b5f343241f9e91d2a7212

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "185472bc8b7beeedde11bd69e8466790e0ee993862b3567254c6584488a3905d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-31T16:42:31Z",
    "title_canon_sha256": "deb06ecf6c7dcc9582ff475bc5627818b7f9cce550030bd2bdc754f3720fb4f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.19278",
    "kind": "arxiv",
    "version": 1
  }
}