Pith Number

pith:ELVS7EHU

pith:2024:ELVS7EHUGJSSKNZ7N6E3LKSKBJ

not attested not anchored not stored refs pending

LLM Agents Improve Semantic Code Search

Aditya Dora (University of Illinois Urbana Champaign), Cisco), Ka Seng Sam (University of Illinois Urbana Champaign), Prabhat Singh (Cisco), Sarthak Jain (University of Illinois Urbana Champaign

arxiv:2408.11058 v1 · 2024-08-05 · cs.SE · cs.AI · cs.CL · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ELVS7EHUGJSSKNZ7N6E3LKSKBJ}

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

Program Analysis Guided LLM Agent for Proof-of-Concept Generation

Receipt and verification

First computed	2026-07-05T08:57:24.093481Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

22eb2f90f4326525373f6f89b5aa4a0a5db439f1f11dc9cc8be24551b9a1deaf

Aliases

arxiv: 2408.11058 · arxiv_version: 2408.11058v1 · doi: 10.48550/arxiv.2408.11058 · pith_short_12: ELVS7EHUGJSS · pith_short_16: ELVS7EHUGJSSKNZ7 · pith_short_8: ELVS7EHU

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/ELVS7EHUGJSSKNZ7N6E3LKSKBJ \
  | 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: 22eb2f90f4326525373f6f89b5aa4a0a5db439f1f11dc9cc8be24551b9a1deaf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2f7a326871293dd0e4e04e5153c978aaa93a1e69f2dc15ca5002d7302e91b4ec",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-08-05T00:43:56Z",
    "title_canon_sha256": "2a57d6550ddba671fb2d9dad0a1066c32d9b96c330a10d9ca5042b5e6e645a21"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.11058",
    "kind": "arxiv",
    "version": 1
  }
}