pith. sign in
Pith Number

pith:CUM22XQU

pith:2023:CUM22XQUTNBPY2ZA6LFBY7WDI4
not attested not anchored not stored refs pending

Task Oriented Conversational Modelling With Subjective Knowledge

Raja Kumar

arxiv:2303.17695 v1 · 2023-03-30 · cs.CL · cs.IR · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{CUM22XQUTNBPY2ZA6LFBY7WDI4}

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 2026-07-05T05:56:44.183354Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1519ad5e149b42fc6b20f2ca1c7ec3472bd3514b7b31e0a89c450964466d0161

Aliases

arxiv: 2303.17695 · arxiv_version: 2303.17695v1 · doi: 10.48550/arxiv.2303.17695 · pith_short_12: CUM22XQUTNBP · pith_short_16: CUM22XQUTNBPY2ZA · pith_short_8: CUM22XQU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/CUM22XQUTNBPY2ZA6LFBY7WDI4 \
  | 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: 1519ad5e149b42fc6b20f2ca1c7ec3472bd3514b7b31e0a89c450964466d0161
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f8c936a46256dbc035a4eab976a2a8b5df206efb51198e166379c7fc1f045f54",
    "cross_cats_sorted": [
      "cs.IR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-03-30T20:23:49Z",
    "title_canon_sha256": "45996d4423a9f7145dd7e76d9f8b7a0953e00af07f65fbdb8cdc8392a90670b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.17695",
    "kind": "arxiv",
    "version": 1
  }
}