Pith Number

pith:DPJFXL5I

pith:2026:DPJFXL5IWMZKZOJWIZSXKHQBYL

not attested not anchored not stored refs pending

Algorithmic Approaches to Sequential Decision-Making and Social Epistemology

Kavya Ravichandran

arxiv:2607.20636 v1 · 2026-07-22 · cs.DS · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DPJFXL5IWMZKZOJWIZSXKHQBYL}

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	2026-07-24T00:23:26.949081Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1bd25bafa8b332acb9364665751e01c2edfb601725d625aea94db17fe7a67e0a

Aliases

arxiv: 2607.20636 · arxiv_version: 2607.20636v1 · doi: 10.48550/arxiv.2607.20636 · pith_short_12: DPJFXL5IWMZK · pith_short_16: DPJFXL5IWMZKZOJW · pith_short_8: DPJFXL5I

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/DPJFXL5IWMZKZOJWIZSXKHQBYL \
  | 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: 1bd25bafa8b332acb9364665751e01c2edfb601725d625aea94db17fe7a67e0a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6b6325f61ac50bb46709a9e71ff589c3721988fed35f2055a1b9d629155ddb5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DS",
    "submitted_at": "2026-07-22T18:08:40Z",
    "title_canon_sha256": "17962a59e46447c1df301a7857880d31150d5cdd732264d1ccff71387b3171fd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.20636",
    "kind": "arxiv",
    "version": 1
  }
}