Pith Number

pith:W7PQGLYB

pith:2025:W7PQGLYBJTEPUD2U5RMR7ZYZ7Y

not attested not anchored not stored refs pending

Grounding Computer Use Agents on Human Demonstrations

Aarash Feizi, Adriana Romero-Soriano, Christopher Pal, David Vazquez, Johan Obando-Ceron, Juan A. Rodriguez, Kaixin Li, Kevin Qinghong Lin, Nicolas Chapados, Perouz Taslakian, Rabiul Awal, Reihaneh Rabbany, Sai Rajeswar, Shravan Nayak, Spandana Gella, Xiangru Jian, Xing Han L\`u

arxiv:2511.07332 v2 · 2025-11-10 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W7PQGLYBJTEPUD2U5RMR7ZYZ7Y}

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	2026-06-11T01:09:21.509876Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b7df032f014cc8fa0f54ec591fe719fe00556868bb35f5281225a8339ae28371

Aliases

arxiv: 2511.07332 · arxiv_version: 2511.07332v2 · doi: 10.48550/arxiv.2511.07332 · pith_short_12: W7PQGLYBJTEP · pith_short_16: W7PQGLYBJTEPUD2U · pith_short_8: W7PQGLYB

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/W7PQGLYBJTEPUD2U5RMR7ZYZ7Y \
  | 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: b7df032f014cc8fa0f54ec591fe719fe00556868bb35f5281225a8339ae28371

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f178758047a798eb47d0feb10af85c4407834fa6bf28b5382af7a60390c6942b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-11-10T17:35:21Z",
    "title_canon_sha256": "8250cf921724c32c95225c525012454dc1deee511abe866b4150e9e5f260881d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.07332",
    "kind": "arxiv",
    "version": 2
  }
}