Pith Number

pith:D7YNAPCN

pith:2024:D7YNAPCN7ACJCWSJVAHPWIITKR

not attested not anchored not stored refs pending

MST-R: Multi-Stage Tuning for Retrieval Systems and Metric Evaluation

Karan Dhingra, Maneesh Singh, Yash Malviya

arxiv:2412.10313 v1 · 2024-12-13 · cs.IR · 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{D7YNAPCN7ACJCWSJVAHPWIITKR}

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	2026-07-05T09:48:56.244497Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ff0d03c4df804915a49a80efb2113546a891d19235827899572bfee523ec2da

Aliases

arxiv: 2412.10313 · arxiv_version: 2412.10313v1 · doi: 10.48550/arxiv.2412.10313 · pith_short_12: D7YNAPCN7ACJ · pith_short_16: D7YNAPCN7ACJCWSJ · pith_short_8: D7YNAPCN

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/D7YNAPCN7ACJCWSJVAHPWIITKR \
  | 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: 1ff0d03c4df804915a49a80efb2113546a891d19235827899572bfee523ec2da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b867313e7b6389f3759d9918d8492cc40474bd116786bbea274cb5ee9d313fd1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-12-13T17:53:29Z",
    "title_canon_sha256": "53c8546547df34f732742982edec7388a3b8e93e69b3c948218bbe5d7f0d6090"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10313",
    "kind": "arxiv",
    "version": 1
  }
}