Pith. sign in
Pith Number

pith:NBIHYB72

pith:2024:NBIHYB72CD26ZQR7DCFPPXYF4L
not attested not anchored not stored refs pending

RAM2C: A Liberal Arts Educational Chatbot based on Retrieval-augmented Multi-role Multi-expert Collaboration

Haoyu Huang, Luping Shi, Rui Yang, Tong Niu

arxiv:2409.15461 v1 · 2024-09-23 · cs.AI · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{NBIHYB72CD26ZQR7DCFPPXYF4L}

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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 2026-07-05T09:10:55.098246Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

68507c07fa10f5ecc23f188af7df05e2d60baad8daf17d83ed9cb6ee10e36c1d

Aliases

arxiv: 2409.15461 · arxiv_version: 2409.15461v1 · doi: 10.48550/arxiv.2409.15461 · pith_short_12: NBIHYB72CD26 · pith_short_16: NBIHYB72CD26ZQR7 · pith_short_8: NBIHYB72
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/NBIHYB72CD26ZQR7DCFPPXYF4L \
  | 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: 68507c07fa10f5ecc23f188af7df05e2d60baad8daf17d83ed9cb6ee10e36c1d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "653802346617043038a067f78de1253c0b2c3928c4af9b461d302122ec1a0e52",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-09-23T18:38:04Z",
    "title_canon_sha256": "d97a4301d4f5b635f35c2075499a1c8762c90c0d679807a8072cbefb2c122634"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.15461",
    "kind": "arxiv",
    "version": 1
  }
}