Pith. sign in
Pith Number

pith:ZFKXX5NQ

pith:2024:ZFKXX5NQJEWUDPYVH2I4ADRP2H
not attested not anchored not stored refs pending

Ask Optimal Questions: Aligning Large Language Models with Retriever's Preference in Conversation

Byeongguk Jeon, Chanwoong Yoon, Gangwoo Kim, Jaewoo Kang, Sungdong Kim, Yohan Jo

arxiv:2402.11827 v2 · 2024-02-19 · cs.IR · cs.CL

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\usepackage{pith}
\pithnumber{ZFKXX5NQJEWUDPYVH2I4ADRP2H}

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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.
Receipt and verification
First computed 2026-07-05T11:21:31.128332Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c9557bf5b0492d41bf153e91c00e2fd1fa3900202f82ac7d743545c1d0065de8

Aliases

arxiv: 2402.11827 · arxiv_version: 2402.11827v2 · doi: 10.48550/arxiv.2402.11827 · pith_short_12: ZFKXX5NQJEWU · pith_short_16: ZFKXX5NQJEWUDPYV · pith_short_8: ZFKXX5NQ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZFKXX5NQJEWUDPYVH2I4ADRP2H \
  | 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: c9557bf5b0492d41bf153e91c00e2fd1fa3900202f82ac7d743545c1d0065de8
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7ed0d9a124e72e49288ff30530b130d71f2c9c7480ea4c1767c72f1289eac694",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-02-19T04:41:31Z",
    "title_canon_sha256": "66057b469e428052f99a13401c72228b8bdc5e8d905d138ef6c02f928f4ea6d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.11827",
    "kind": "arxiv",
    "version": 2
  }
}