Pith Number

pith:GR547WWG

pith:2026:GR547WWGT4DWIE4AIF5UHUFDQL

not attested not anchored not stored refs pending

From Knowing to Acting: Benchmarking Self-Awareness Capability of LLM Agents

Bo Ke, Boyu Feng, Hongru Wang, Irwin King, Jinhu Qi, Shengbin Yue, Yifan Li, Zhongyu Wei, Zixing Song

arxiv:2606.20661 v1 · 2026-06-09 · cs.AI · cs.CL · 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{GR547WWGT4DWIE4AIF5UHUFDQL}

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	2026-06-23T00:11:52.914017Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

347bcfdac69f07641380417b43d0a382f4f75007a03bf73a2469c3a261bbe446

Aliases

arxiv: 2606.20661 · arxiv_version: 2606.20661v1 · doi: 10.48550/arxiv.2606.20661 · pith_short_12: GR547WWGT4DW · pith_short_16: GR547WWGT4DWIE4A · pith_short_8: GR547WWG

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/GR547WWGT4DWIE4AIF5UHUFDQL \
  | 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: 347bcfdac69f07641380417b43d0a382f4f75007a03bf73a2469c3a261bbe446

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99c2d8cbd3f9332bd6997e59b15e09ab5fe3eabbf32fe82378ce21e644b13fc5",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-09T17:17:08Z",
    "title_canon_sha256": "a5c556566545a21dc9a045358da0b54c38472f0a83986924ea112215e4e37e84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.20661",
    "kind": "arxiv",
    "version": 1
  }
}