Pith Number

pith:ZOEJI4PQ

pith:2023:ZOEJI4PQUG65J6S45GHKIUXMRH

not attested not anchored not stored refs pending

Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web

Aleksandra Faust, Hiroki Furuta, Izzeddin Gur, Yutaka Matsuo

arxiv:2311.18751 v3 · 2023-11-30 · cs.LG · 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{ZOEJI4PQUG65J6S45GHKIUXMRH}

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

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

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

Receipt and verification

First computed	2026-07-05T09:55:32.127615Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb889471f0a1bdd4fa5ce98ea452ec89e186f163c9eae223f8cf565375b64c8b

Aliases

arxiv: 2311.18751 · arxiv_version: 2311.18751v3 · doi: 10.48550/arxiv.2311.18751 · pith_short_12: ZOEJI4PQUG65 · pith_short_16: ZOEJI4PQUG65J6S4 · pith_short_8: ZOEJI4PQ

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/ZOEJI4PQUG65J6S45GHKIUXMRH \
  | 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: cb889471f0a1bdd4fa5ce98ea452ec89e186f163c9eae223f8cf565375b64c8b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e6cd225d5ddd417d26bc43ce751a200b9f84a375e69b4bcde9a77159a130929",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-30T17:50:47Z",
    "title_canon_sha256": "e29d49011949fe90d5e0036a243e43d53b4e4eb2d3f2f0211f6cc7f87cf30c1b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.18751",
    "kind": "arxiv",
    "version": 3
  }
}