Pith Number

pith:4RGZ2BWI

pith:2023:4RGZ2BWID7GKJMU7TSMWSNPYFQ

not attested not anchored not stored refs pending

Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning

Hui Cai, Jing Zheng, Rui Sun, Xeirui Song, Yicheng Chen, Yinger Zhang

arxiv:2310.04474 v3 · 2023-10-06 · cs.SE · 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{4RGZ2BWID7GKJMU7TSMWSNPYFQ}

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

Enhancing Tool Learning in Large Language Models with Hierarchical Error Checklists

Receipt and verification

First computed	2026-07-05T07:47:59.827725Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e44d9d06c81fcca4b29f9c996935f82c2daf61143d771f2713ae994a892c90a9

Aliases

arxiv: 2310.04474 · arxiv_version: 2310.04474v3 · doi: 10.48550/arxiv.2310.04474 · pith_short_12: 4RGZ2BWID7GK · pith_short_16: 4RGZ2BWID7GKJMU7 · pith_short_8: 4RGZ2BWI

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/4RGZ2BWID7GKJMU7TSMWSNPYFQ \
  | 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: e44d9d06c81fcca4b29f9c996935f82c2daf61143d771f2713ae994a892c90a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1bd04282015728734e67c18af576ad275232faf793b771a4ebf6774a69331a8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.PL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-10-06T05:20:18Z",
    "title_canon_sha256": "04c437c1efd6ec06bcd866e9dfbb56b27125af05e736a1dd71edac95b5e8ee09"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.04474",
    "kind": "arxiv",
    "version": 3
  }
}