Pith. sign in
Pith Number

pith:X56ET22P

pith:2025:X56ET22POUBSHRRTUT6TRTOGUI
not attested not anchored not stored refs pending

LLM Ensemble for RAG: Role of Context Length in Zero-Shot Question Answering for BioASQ Challenge

Diego Molla-Aliod, Dima Galat

arxiv:2509.08596 v1 · 2025-09-10 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{X56ET22POUBSHRRTUT6TRTOGUI}

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 2026-07-05T12:08:32.781478Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

bf7c49eb4f750323c633a4fd38cdc6a2240cb34bdfd00bede50493e2dbc4aba7

Aliases

arxiv: 2509.08596 · arxiv_version: 2509.08596v1 · doi: 10.48550/arxiv.2509.08596 · pith_short_12: X56ET22POUBS · pith_short_16: X56ET22POUBSHRRT · pith_short_8: X56ET22P
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/X56ET22POUBSHRRTUT6TRTOGUI \
  | 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: bf7c49eb4f750323c633a4fd38cdc6a2240cb34bdfd00bede50493e2dbc4aba7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "63c2eb185745fa58a1b970f6519f36c04d03514610f60c248717301b8f9e8e15",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-09-10T13:50:49Z",
    "title_canon_sha256": "7a077f548c1a0423dd8a98bc95fa67d211cea46e5ebbda69c0d54102d50bfbe2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.08596",
    "kind": "arxiv",
    "version": 1
  }
}