Pith Number

pith:7O2VJFYR

pith:2025:7O2VJFYRH7TDHF73KSKNHJXGHV

not attested not anchored not stored refs pending

DARS: Dynamic Action Re-Sampling to Enhance Coding Agent Performance by Adaptive Tree Traversal

Abhinav Japesh, Bernhard Sch\"olkopf, Ojasv Kamal, Vaibhav Aggarwal, Zhijing Jin

arxiv:2503.14269 v1 · 2025-03-18 · cs.CL · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7O2VJFYRH7TDHF73KSKNHJXGHV}

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

3 papers in Pith

EXPEREPAIR: Dual-Memory Enhanced LLM-based Repository-Level Program Repair

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review

Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints

Receipt and verification

First computed	2026-07-05T10:33:59.138673Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fbb55497113fe63397fb5494d3a6e63d6ccdd837e87343a47a602001bf326a80

Aliases

arxiv: 2503.14269 · arxiv_version: 2503.14269v1 · doi: 10.48550/arxiv.2503.14269 · pith_short_12: 7O2VJFYRH7TD · pith_short_16: 7O2VJFYRH7TDHF73 · pith_short_8: 7O2VJFYR

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/7O2VJFYRH7TDHF73KSKNHJXGHV \
  | 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: fbb55497113fe63397fb5494d3a6e63d6ccdd837e87343a47a602001bf326a80

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8bc82cf31b4d4ade11d8614314b7aa8494918da7bca68329706f997cb9d745c",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-18T14:02:59Z",
    "title_canon_sha256": "37c10da8828e3a0c0517cbbb4650355392a196f05ec0635d017682534600d5f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.14269",
    "kind": "arxiv",
    "version": 1
  }
}