Pith Number

pith:7XNH6EOM

pith:2023:7XNH6EOMQBN624FOS6DC3AY7FW

not attested not anchored not stored refs pending

Combining Language Models For Specialized Domains: A Colorful Approach

Aviv Navon, Aviv Shamsian, Daniel Eitan, Gidon Krendel, Gil Ayach, Gil Hetz, Joseph Keshet, Menachem Pirchi, Neta Glazer, Shai Meital

arxiv:2310.19708 v3 · 2023-10-30 · cs.CL · 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{7XNH6EOMQBN624FOS6DC3AY7FW}

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	2026-07-05T07:07:40.496681Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fdda7f11cc805bed70ae97862d831f2d890d8092f7c3981f5c32442b8949dbdd

Aliases

arxiv: 2310.19708 · arxiv_version: 2310.19708v3 · doi: 10.48550/arxiv.2310.19708 · pith_short_12: 7XNH6EOMQBN6 · pith_short_16: 7XNH6EOMQBN624FO · pith_short_8: 7XNH6EOM

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/7XNH6EOMQBN624FOS6DC3AY7FW \
  | 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: fdda7f11cc805bed70ae97862d831f2d890d8092f7c3981f5c32442b8949dbdd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6e2d886cb02fe0ff93c2efe8956f153265674097262b0c36609aef87148ac0de",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-30T16:35:55Z",
    "title_canon_sha256": "d7061c26713ca9c88a600734c8120a7890d4edeb470cc318e0e868b0634ece2b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.19708",
    "kind": "arxiv",
    "version": 3
  }
}