Pith Number

pith:6COEPFP6

pith:2024:6COEPFP6XQJDASQ2SCLRAYQTBI

not attested not anchored not stored refs pending

Octopus: On-device language model for function calling of software APIs

Mingyuan Ma, Wei Chen, Zhiyuan Li

arxiv:2404.01549 v1 · 2024-04-02 · cs.CL · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6COEPFP6XQJDASQ2SCLRAYQTBI}

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

ToolPRM: Fine-Grained Inference Scaling of Structured Outputs for Function Calling

Receipt and verification

First computed	2026-07-05T08:03:15.690294Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f09c4795febc12304a1a90971062130a09e546f90aef3f97bd3e1e45cd48f6b3

Aliases

arxiv: 2404.01549 · arxiv_version: 2404.01549v1 · doi: 10.48550/arxiv.2404.01549 · pith_short_12: 6COEPFP6XQJD · pith_short_16: 6COEPFP6XQJDASQ2 · pith_short_8: 6COEPFP6

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/6COEPFP6XQJDASQ2SCLRAYQTBI \
  | 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: f09c4795febc12304a1a90971062130a09e546f90aef3f97bd3e1e45cd48f6b3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bef00448c7d2c5d7de2b7c3b4dc66872c5946294444d3589a3cd2fb6b17fb742",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-02T01:29:28Z",
    "title_canon_sha256": "a2aca6bad1c2f5efc2b90bd86cce5e3ebb055813bd2dfe6906669913188a188d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.01549",
    "kind": "arxiv",
    "version": 1
  }
}