Pith Number

pith:47DFXKCZ

pith:2026:47DFXKCZ3BSUUEH3KGULSMQH4I

not attested not anchored not stored refs pending

Align-RAG: Alignment Is All You Need for TSFM In-Context Learning

Bardiya Akhbari, Ehsan Adeli, Euan Ashley, Jack W. O'Sullivan, Layne C. Price, Mohammad Asadi, Raviteja Anantha, Soheil Hor, Tahoura Nedaee

arxiv:2608.05571 v1 · 2026-08-06 · cs.LG · 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{47DFXKCZ3BSUUEH3KGULSMQH4I}

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	2026-08-07T00:49:44.539395Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7c65ba859d8654a10fb51a8b93207e20632497a55f1a183dd34097afb60940e

Aliases

arxiv: 2608.05571 · arxiv_version: 2608.05571v1 · doi: 10.48550/arxiv.2608.05571 · pith_short_12: 47DFXKCZ3BSU · pith_short_16: 47DFXKCZ3BSUUEH3 · pith_short_8: 47DFXKCZ

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/47DFXKCZ3BSUUEH3KGULSMQH4I \
  | 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: e7c65ba859d8654a10fb51a8b93207e20632497a55f1a183dd34097afb60940e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d4974ce366b65d0d0b5d05495c36deb49f9d9738fd0c08a231f567378bb77e3",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-06T03:43:45Z",
    "title_canon_sha256": "e17577cfcfb878700ad9613a5ad4c3f2135a53ed43a19cddd5bcf2b577ed762d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.05571",
    "kind": "arxiv",
    "version": 1
  }
}