Pith Number

pith:B7PGLLCO

pith:2020:B7PGLLCO4GNSDEIZDFXY2FUVPZ

not attested not anchored not stored refs pending

Relevance Transformer: Generating Concise Code Snippets with Relevance Feedback

Carlos Gemmell, Federico Rossetto, Jeffrey Dalton

arxiv:2007.02609 v2 · 2020-07-06 · 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{B7PGLLCO4GNSDEIZDFXY2FUVPZ}

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	2026-07-05T01:57:52.353682Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0fde65ac4ee19b219119196f8d16957e6f0d8ffe43797c48b1147914b0027aba

Aliases

arxiv: 2007.02609 · arxiv_version: 2007.02609v2 · doi: 10.48550/arxiv.2007.02609 · pith_short_12: B7PGLLCO4GNS · pith_short_16: B7PGLLCO4GNSDEIZ · pith_short_8: B7PGLLCO

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/B7PGLLCO4GNSDEIZDFXY2FUVPZ \
  | 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: 0fde65ac4ee19b219119196f8d16957e6f0d8ffe43797c48b1147914b0027aba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "69edbd93a501fd259704943a3bfeffa8b030ba5a07465c0b88862c1c5996a973",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-07-06T09:54:17Z",
    "title_canon_sha256": "a439f061d0f81bbd806a7bc0deb33c6841e13ce91d707813ce3258ae9740c217"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.02609",
    "kind": "arxiv",
    "version": 2
  }
}