Pith Number

pith:M4MGPLGT

pith:2023:M4MGPLGTHI47MY5W47MNBSB4F3

not attested not anchored not stored refs pending

Relevance feedback strategies for recall-oriented neural information retrieval

Jan Scholtes, Peter van der Putten, Timo Kats

arxiv:2311.15110 v1 · 2023-11-25 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{M4MGPLGTHI47MY5W47MNBSB4F3}

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	2026-07-05T07:16:58.967621Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

671867acd33a39f663b6e7d8d0c83c2efbaa1504dbc2aae8f9f62b420e25866d

Aliases

arxiv: 2311.15110 · arxiv_version: 2311.15110v1 · doi: 10.48550/arxiv.2311.15110 · pith_short_12: M4MGPLGTHI47 · pith_short_16: M4MGPLGTHI47MY5W · pith_short_8: M4MGPLGT

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/M4MGPLGTHI47MY5W47MNBSB4F3 \
  | 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: 671867acd33a39f663b6e7d8d0c83c2efbaa1504dbc2aae8f9f62b420e25866d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82f62ea07432cdd0c870deaf8eabc4a6eb2b333e0a3fb47fd19b37a7d5cd9a06",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-25T19:50:41Z",
    "title_canon_sha256": "2a2d55924a5326e5fbf70933d10bbaee441d9c109bd240825aaf86dd3f8ba5b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.15110",
    "kind": "arxiv",
    "version": 1
  }
}