Pith Number

pith:MPPHZEOX

pith:2021:MPPHZEOXV5T6525PX2I7DGC3DH

not attested not anchored not stored refs pending

Building an Efficient and Effective Retrieval-based Dialogue System via Mutual Learning

Chang Liu, Chongyang Tao, Daxin Jiang, Jiazhan Feng, Juntao Li, Xiubo Geng

arxiv:2110.00159 v1 · 2021-10-01 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MPPHZEOXV5T6525PX2I7DGC3DH}

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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

Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems

Receipt and verification

First computed	2026-07-05T03:19:26.392944Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63de7c91d7af67eeebafbe91f1985b19ef88f2e067faaa550bab4e79cc909b54

Aliases

arxiv: 2110.00159 · arxiv_version: 2110.00159v1 · doi: 10.48550/arxiv.2110.00159 · pith_short_12: MPPHZEOXV5T6 · pith_short_16: MPPHZEOXV5T6525P · pith_short_8: MPPHZEOX

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/MPPHZEOXV5T6525PX2I7DGC3DH \
  | 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: 63de7c91d7af67eeebafbe91f1985b19ef88f2e067faaa550bab4e79cc909b54

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f3c8ebb59f88de249db90e44a631a6c995c7c7d082afe7fa2a59a3673c53bfd",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-10-01T01:32:33Z",
    "title_canon_sha256": "a149cb9de05c4a559a544dc47801cc8c8d6f0d0b4ec4b3b6ee37041839565681"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.00159",
    "kind": "arxiv",
    "version": 1
  }
}