Pith Number

pith:ESQI24ZE

pith:2019:ESQI24ZENL7YGGXAFGQSMWPJCG

not attested not anchored not stored refs pending

When Deep Learning Met Code Search

Hongyu Li, Jose Cambronero, Koushik Sen, Satish Chandra, Seohyun Kim

arxiv:1905.03813 v4 · 2019-05-09 · cs.SE · cs.CL · 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{ESQI24ZENL7YGGXAFGQSMWPJCG}

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

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Receipt and verification

First computed	2026-07-05T00:11:59.578180Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24a08d73246aff831ae029a12659e91196ded33bd96fe44e1dca2644dc903e19

Aliases

arxiv: 1905.03813 · arxiv_version: 1905.03813v4 · doi: 10.48550/arxiv.1905.03813 · pith_short_12: ESQI24ZENL7Y · pith_short_16: ESQI24ZENL7YGGXA · pith_short_8: ESQI24ZE

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/ESQI24ZENL7YGGXAFGQSMWPJCG \
  | 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: 24a08d73246aff831ae029a12659e91196ded33bd96fe44e1dca2644dc903e19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e17b44d40efda74d8a04d473731b8a2221a0ddc5ea89c0f560a6470d32238ed",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2019-05-09T18:47:38Z",
    "title_canon_sha256": "05a33ca707ab76f35d1b0bd99907613c10dbf13f6a533ada0b133c686d24843f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.03813",
    "kind": "arxiv",
    "version": 4
  }
}