Pith Number

pith:57WWHJAJ

pith:2025:57WWHJAJAFOGJKK2ZJ4KEOOSL4

not attested not anchored not stored refs pending

TALL -- A Trainable Architecture for Enhancing LLM Performance in Low-Resource Languages

Amos Azaria, Moshe Ofer, Orel Zamler

arxiv:2506.05057 v1 · 2025-06-05 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{57WWHJAJAFOGJKK2ZJ4KEOOSL4}

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	2026-07-05T11:16:41.616599Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

efed63a409015c64a95aca78a239d25f1717520f6c79f45508b7723dcecaeb59

Aliases

arxiv: 2506.05057 · arxiv_version: 2506.05057v1 · doi: 10.48550/arxiv.2506.05057 · pith_short_12: 57WWHJAJAFOG · pith_short_16: 57WWHJAJAFOGJKK2 · pith_short_8: 57WWHJAJ

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/57WWHJAJAFOGJKK2ZJ4KEOOSL4 \
  | 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: efed63a409015c64a95aca78a239d25f1717520f6c79f45508b7723dcecaeb59

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c657ce031a1072511fc6de78694e0170e8b3ae5597a39e29ff09431d3f7f4616",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-05T14:02:12Z",
    "title_canon_sha256": "34886669e5cea2b9b402a02ab01a276d9fac892a3a0b23ef29d42eab52ae6002"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.05057",
    "kind": "arxiv",
    "version": 1
  }
}