Pith Number

pith:GGGT62A7

pith:2023:GGGT62A7EGRMZNVW6PW4CVITV3

not attested not anchored not stored refs pending

Sequential Planning in Large Partially Observable Environments guided by LLMs

Swarna Kamal Paul

arxiv:2312.07368 v1 · 2023-12-12 · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GGGT62A7EGRMZNVW6PW4CVITV3}

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.

Cited by

1 paper in Pith

Disentangling Exploration of Large Language Models by Optimal Exploitation

Receipt and verification

First computed	2026-07-05T07:23:18.717523Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

318d3f681f21a2ccb6b6f3edc15513aec83a2a6aa51423a8a4ae8c5cac85a4c8

Aliases

arxiv: 2312.07368 · arxiv_version: 2312.07368v1 · doi: 10.48550/arxiv.2312.07368 · pith_short_12: GGGT62A7EGRM · pith_short_16: GGGT62A7EGRMZNVW · pith_short_8: GGGT62A7

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/GGGT62A7EGRMZNVW6PW4CVITV3 \
  | 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: 318d3f681f21a2ccb6b6f3edc15513aec83a2a6aa51423a8a4ae8c5cac85a4c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89a04af51294b16b5cbbeaac46da7fb20d4aee883ab730399dafa3d42c9f3ee5",
    "cross_cats_sorted": [
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-12-12T15:36:59Z",
    "title_canon_sha256": "7c5eaa5267cf001f2bc8eca7d7789ea1881853cba2add5f21caf350d26aabef5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.07368",
    "kind": "arxiv",
    "version": 1
  }
}