Pith Number

pith:V3NQZJHI

pith:2025:V3NQZJHIYA4VZZE5FZHEUNYABH

not attested not anchored not stored refs pending

LoRA-Augmented Generation (LAG) for Knowledge-Intensive Language Tasks

Benjamin Van Durme, William Fleshman

arxiv:2507.05346 v2 · 2025-07-07 · cs.CL · cs.AI · 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{V3NQZJHIYA4VZZE5FZHEUNYABH}

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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

Rethinking LoRA Memory Through the Lens of KV Cache Compression

Receipt and verification

First computed	2026-07-05T11:54:49.015366Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aedb0ca4e8c0395ce49d2e4e4a370009d80561e30e9334433e0138a5aa346aa4

Aliases

arxiv: 2507.05346 · arxiv_version: 2507.05346v2 · doi: 10.48550/arxiv.2507.05346 · pith_short_12: V3NQZJHIYA4V · pith_short_16: V3NQZJHIYA4VZZE5 · pith_short_8: V3NQZJHI

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/V3NQZJHIYA4VZZE5FZHEUNYABH \
  | 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: aedb0ca4e8c0395ce49d2e4e4a370009d80561e30e9334433e0138a5aa346aa4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d521d7b0b69ebe5dd5050c8a7848526d889811756a97e89f6c1666c070ff901b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-07T18:00:01Z",
    "title_canon_sha256": "d8623e39da9cc42449d00d6eff49c1e2abd60e54a4a6af6bca9c537e900420a9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.05346",
    "kind": "arxiv",
    "version": 2
  }
}