Pith Number

pith:2YPZV2V6

pith:2025:2YPZV2V62NIYNWPYM5LOEEZFD3

not attested not anchored not stored refs pending

MHA-RAG: Improving Efficiency, Accuracy, and Consistency by Encoding Exemplars as Soft Prompts

Abhinav Jain, Christopher Jermaine, Thomas Reps, Xinyu Yao

arxiv:2510.05363 v2 · 2025-10-06 · 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{2YPZV2V62NIYNWPYM5LOEEZFD3}

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	2026-06-08T01:03:49.218519Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d61f9aeabed35186d9f86756e213251efb27f718a8f727e305c388f01813a66d

Aliases

arxiv: 2510.05363 · arxiv_version: 2510.05363v2 · doi: 10.48550/arxiv.2510.05363 · pith_short_12: 2YPZV2V62NIY · pith_short_16: 2YPZV2V62NIYNWPY · pith_short_8: 2YPZV2V6

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/2YPZV2V62NIYNWPYM5LOEEZFD3 \
  | 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: d61f9aeabed35186d9f86756e213251efb27f718a8f727e305c388f01813a66d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fecd2cea3fbf51c55ee6fd3e756eeaaf57c4021406967d2148401a630744ebc7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-10-06T20:41:43Z",
    "title_canon_sha256": "5fb2bc594006045d9442ac06143ff16aa56f70dd530314639acf110e5b1e30df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.05363",
    "kind": "arxiv",
    "version": 2
  }
}