Pith Number

pith:JZXKUHJ7

pith:2025:JZXKUHJ7N2ZHLJYFNIBBSZBZ7C

not attested not anchored not stored refs pending

Don't Reinvent the Wheel: Efficient Instruction-Following Text Embedding based on Guided Space Transformation

Anthony K. H. Tung, Minfeng Zhu, Qiang Huang, Wei Chen, Yandong Sun, Yingchaojie Feng, Yiqun Sun

arxiv:2505.24754 v1 · 2025-05-30 · cs.CL · cs.AI · 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{JZXKUHJ7N2ZHLJYFNIBBSZBZ7C}

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	2026-07-05T11:12:56.149085Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e6eaa1d3f6eb275a7056a02196439f8875ce350fc5a396e8bb890283a279ef5

Aliases

arxiv: 2505.24754 · arxiv_version: 2505.24754v1 · doi: 10.48550/arxiv.2505.24754 · pith_short_12: JZXKUHJ7N2ZH · pith_short_16: JZXKUHJ7N2ZHLJYF · pith_short_8: JZXKUHJ7

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/JZXKUHJ7N2ZHLJYFNIBBSZBZ7C \
  | 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: 4e6eaa1d3f6eb275a7056a02196439f8875ce350fc5a396e8bb890283a279ef5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f2604fb9839160630ae9ec588e0296e14e0550242724994c29946c4be86d31c2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-30T16:16:22Z",
    "title_canon_sha256": "54716f2db31715c320c083f509967300ef0391b9af7916efb780f7e207071267"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.24754",
    "kind": "arxiv",
    "version": 1
  }
}