Pith Number

pith:M5YSSLRK

pith:2021:M5YSSLRK5ZNJTYZBSFN3OWRDBU

not attested not anchored not stored refs pending

Grounding Dialogue Systems via Knowledge Graph Aware Decoding with Pre-trained Transformers

Debanjan Chaudhuri, Jens Lehmann, Md Rashad Al Hasan Rony

arxiv:2103.16289 v1 · 2021-03-30 · cs.CL

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\usepackage{pith}
\pithnumber{M5YSSLRK5ZNJTYZBSFN3OWRDBU}

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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.

Cited by

1 paper in Pith

Efficient and Transferable Agentic Knowledge Graph RAG via Reinforcement Learning

Receipt and verification

First computed	2026-07-05T02:27:50.320480Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6771292e2aee5a99e321915bb75a230d3680b37815bc374b1b705014cd97ea58

Aliases

arxiv: 2103.16289 · arxiv_version: 2103.16289v1 · doi: 10.48550/arxiv.2103.16289 · pith_short_12: M5YSSLRK5ZNJ · pith_short_16: M5YSSLRK5ZNJTYZB · pith_short_8: M5YSSLRK

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/M5YSSLRK5ZNJTYZBSFN3OWRDBU \
  | 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: 6771292e2aee5a99e321915bb75a230d3680b37815bc374b1b705014cd97ea58

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "29c76134646b18e7f75fbdb1956997b9e38a95a88478fd004a2eed499a49606c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-03-30T12:36:00Z",
    "title_canon_sha256": "9020ba806bbe29c532d91ed93d33027fb505f565d761d66970b6ded8ab843859"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.16289",
    "kind": "arxiv",
    "version": 1
  }
}