Pith Number

pith:RVLJTVNW

pith:2023:RVLJTVNWDL3IK74IAGPNXBJHLD

not attested not anchored not stored refs pending

Better patching using LLM prompting, via Self-Consistency

Premkumar Devanbu, Toufique Ahmed

arxiv:2306.00108 v2 · 2023-05-31 · cs.SE · 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{RVLJTVNWDL3IK74IAGPNXBJHLD}

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

1 paper in Pith

Towards Adaptive Software Agents for Debugging

Receipt and verification

First computed	2026-07-05T06:42:06.156577Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8d5699d5b61af6857f88019edb852758efb3b1adf8e06c4134c11341a7bd260d

Aliases

arxiv: 2306.00108 · arxiv_version: 2306.00108v2 · doi: 10.48550/arxiv.2306.00108 · pith_short_12: RVLJTVNWDL3I · pith_short_16: RVLJTVNWDL3IK74I · pith_short_8: RVLJTVNW

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/RVLJTVNWDL3IK74IAGPNXBJHLD \
  | 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: 8d5699d5b61af6857f88019edb852758efb3b1adf8e06c4134c11341a7bd260d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c06d33ff22af3fbc826d602eab97f321a20f2e10b47d162b2c6757575f8b695",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-05-31T18:28:46Z",
    "title_canon_sha256": "92ebfbb6db2361a1bde46bda467827b9a2ded465571adecfad5408b969dda5d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.00108",
    "kind": "arxiv",
    "version": 2
  }
}