Pith Number

pith:TQI3PBMQ

pith:2025:TQI3PBMQRZROMEZC7KF5FGFSCF

not attested not anchored not stored refs pending

Modeling Data Diversity for Joint Instance and Verbalizer Selection in Cold-Start Scenarios

Adithya Kulkarni, Mohna Chakraborty, Qi Li

arxiv:2507.00330 v1 · 2025-07-01 · cs.CL · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TQI3PBMQRZROMEZC7KF5FGFSCF}

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	2026-07-05T11:30:06.349437Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9c11b785908e62e61322fa8bd298b21156201d4c21bf34dddb613eff32f28021

Aliases

arxiv: 2507.00330 · arxiv_version: 2507.00330v1 · doi: 10.48550/arxiv.2507.00330 · pith_short_12: TQI3PBMQRZRO · pith_short_16: TQI3PBMQRZROMEZC · pith_short_8: TQI3PBMQ

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/TQI3PBMQRZROMEZC7KF5FGFSCF \
  | 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: 9c11b785908e62e61322fa8bd298b21156201d4c21bf34dddb613eff32f28021

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73e4dfac00af81e1e5690f5ceaf6700a14df49138cea1bf157fd4637339f7fdc",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-01T00:01:50Z",
    "title_canon_sha256": "38b01f7369a338ad82347beb0a6b2235d01ce884159d077f9a374866b00ad332"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.00330",
    "kind": "arxiv",
    "version": 1
  }
}