Pith Number

pith:OAPJMIBU

pith:2025:OAPJMIBUJ2JLXLVVB7OR5N5ITS

not attested not anchored not stored refs pending

A Survey on Prompt Tuning

Nigel Collier, Yixuan Su, Zongqian Li

arxiv:2507.06085 v2 · 2025-07-08 · 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{OAPJMIBUJ2JLXLVVB7OR5N5ITS}

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.

Cited by

1 paper in Pith

DynaGraph: Lightweight Multi-Model Interaction Framework via Dynamic Topological Reconfiguration

Receipt and verification

First computed	2026-07-05T11:34:12.201822Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

701e9620344e92bbaeb50fdd1eb7a89ca53cacc05ab524ce726a5560122b3592

Aliases

arxiv: 2507.06085 · arxiv_version: 2507.06085v2 · doi: 10.48550/arxiv.2507.06085 · pith_short_12: OAPJMIBUJ2JL · pith_short_16: OAPJMIBUJ2JLXLVV · pith_short_8: OAPJMIBU

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/OAPJMIBUJ2JLXLVVB7OR5N5ITS \
  | 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: 701e9620344e92bbaeb50fdd1eb7a89ca53cacc05ab524ce726a5560122b3592

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "17ae60cbd4e2365fade07ae6809a22a8cef1e6ebdedbed7618d879b609c73f4f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-08T15:24:27Z",
    "title_canon_sha256": "4d43e09a5d7490f7a56d36c9d9a037d4a20eedfdaa6e634603750affd1acd9d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.06085",
    "kind": "arxiv",
    "version": 2
  }
}