Pith Number

pith:KDIVL6T4

pith:2025:KDIVL6T445NZ25YUDAJ6PCYGQV

not attested not anchored not stored refs pending

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs

Jie Peng, Kaidi Xu, Leandro Z. Agudelo, Mohan Zhang, Mufan Qiu, Peter Qian, Ruichen Zhang, Tianlong Chen, Vincent Lu, Zhen Tan

arxiv:2502.07942 v2 · 2025-02-11 · cs.MA · 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{KDIVL6T445NZ25YUDAJ6PCYGQV}

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

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

Large Language Model-Brained GUI Agents: A Survey

Receipt and verification

First computed	2026-07-05T10:25:47.243386Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50d155fa7ce75b9d77141813e78b068569982c121aafd81f62cf5bdbecb576a5

Aliases

arxiv: 2502.07942 · arxiv_version: 2502.07942v2 · doi: 10.48550/arxiv.2502.07942 · pith_short_12: KDIVL6T445NZ · pith_short_16: KDIVL6T445NZ25YU · pith_short_8: KDIVL6T4

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/KDIVL6T445NZ25YUDAJ6PCYGQV \
  | 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: 50d155fa7ce75b9d77141813e78b068569982c121aafd81f62cf5bdbecb576a5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a01dc87f6637dad4260df70216f367a2e213ea749691d2be0b688191bd3175fa",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-02-11T20:41:49Z",
    "title_canon_sha256": "1dd1df966126e4d66ef55f40e106c7c5c3639342aede397614c7688ead5582a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07942",
    "kind": "arxiv",
    "version": 2
  }
}