Pith Number

pith:C7C6LVY7

pith:2021:C7C6LVY7LC36YYIXC2HX4ZASCR

not attested not anchored not stored refs pending

Cascaded Fast and Slow Models for Efficient Semantic Code Search

Akhilesh Deepak Gotmare, Junnan Li, Shafiq Joty, Steven C.H. Hoi

arxiv:2110.07811 v1 · 2021-10-15 · cs.CL · cs.PL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C7C6LVY7LC36YYIXC2HX4ZASCR}

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.

Receipt and verification

First computed	2026-07-05T03:22:50.061979Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

17c5e5d71f58b7ec6117168f7e641214557e2c3cbf55ae754643fef6f1c27dc7

Aliases

arxiv: 2110.07811 · arxiv_version: 2110.07811v1 · doi: 10.48550/arxiv.2110.07811 · pith_short_12: C7C6LVY7LC36 · pith_short_16: C7C6LVY7LC36YYIX · pith_short_8: C7C6LVY7

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/C7C6LVY7LC36YYIXC2HX4ZASCR \
  | 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: 17c5e5d71f58b7ec6117168f7e641214557e2c3cbf55ae754643fef6f1c27dc7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a46813bada98c73de087b6748a8c85c046fc609a037bebe4c49c8b9b7dcafe4",
    "cross_cats_sorted": [
      "cs.PL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-10-15T02:23:35Z",
    "title_canon_sha256": "e131ca90de856b380720f946e97f7e2903a94aa4a9380f51a5e69a17fa0ef990"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.07811",
    "kind": "arxiv",
    "version": 1
  }
}