Pith Number

pith:24SGXBFU

pith:2024:24SGXBFUYR76UXYXH6J56D7G4X

not attested not anchored not stored refs pending

AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning

Binbin Lin, Minghao Chen, Shiyu Yu, Xiaofei He, Yanting Yang, Yihang Li

arxiv:2405.16247 v4 · 2024-05-25 · cs.AI · 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{24SGXBFUYR76UXYXH6J56D7G4X}

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

2 papers in Pith

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems

SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents

Receipt and verification

First computed	2026-07-05T09:33:32.150095Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7246b84b4c47fea5f173f93df0fe6e5f99d9b6db15c90a329c1cd82a38d779a

Aliases

arxiv: 2405.16247 · arxiv_version: 2405.16247v4 · doi: 10.48550/arxiv.2405.16247 · pith_short_12: 24SGXBFUYR76 · pith_short_16: 24SGXBFUYR76UXYX · pith_short_8: 24SGXBFU

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/24SGXBFUYR76UXYXH6J56D7G4X \
  | 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: d7246b84b4c47fea5f173f93df0fe6e5f99d9b6db15c90a329c1cd82a38d779a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ede791344f8fed0be310bbad9ca5ba769e1e85ec4ca70d4057ef956f5847610",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-05-25T14:11:44Z",
    "title_canon_sha256": "332c33df49dd326dbdbc23cc3be4796334649b8a1cec4296e51d4c806dcc09e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.16247",
    "kind": "arxiv",
    "version": 4
  }
}