Pith Number

pith:2IE7GBSS

pith:2023:2IE7GBSSJXC3HB3OAX6OQEPARH

not attested not anchored not stored refs pending

SteP: Stacked LLM Policies for Web Actions

Paloma Sodhi, Ryan McDonald, S.R.K. Branavan, Yoav Artzi

arxiv:2310.03720 v4 · 2023-10-05 · 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{2IE7GBSSJXC3HB3OAX6OQEPARH}

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

5 papers in Pith

From Question Answering to Task Completion: A Survey on Agent System and Harness Design

DRIVE: Modeling Skills at the Reasoning and Interaction Levels for Web Agents under Continual Learning

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions

Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks

Agent Workflow Memory

Receipt and verification

First computed	2026-07-05T08:53:38.070080Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d209f306524dc5b3876e05fce811e089c2c7cca932c5bbbcf8c609e35d76f875

Aliases

arxiv: 2310.03720 · arxiv_version: 2310.03720v4 · doi: 10.48550/arxiv.2310.03720 · pith_short_12: 2IE7GBSSJXC3 · pith_short_16: 2IE7GBSSJXC3HB3O · pith_short_8: 2IE7GBSS

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/2IE7GBSSJXC3HB3OAX6OQEPARH \
  | 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: d209f306524dc5b3876e05fce811e089c2c7cca932c5bbbcf8c609e35d76f875

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "593d64428af15a71137679b7c34d50fec82d645978e25f667f51356d0cbf8fbb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-05T17:40:09Z",
    "title_canon_sha256": "f48ebcece83a3e646c912e78dec3dbc41394083953d1ea7caab20f677d902575"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.03720",
    "kind": "arxiv",
    "version": 4
  }
}