Pith Number

pith:MV5WWM6T

pith:2019:MV5WWM6TMFVG3WX5P4A7WTCL3C

not attested not anchored not stored refs pending

AgentGraph: Towards Universal Dialogue Management with Structured Deep Reinforcement Learning

Bowen Tan, Kai Yu, Lu Chen, Milica Gasic, Sishan Long, Zhi Chen

arxiv:1905.11259 v1 · 2019-05-27 · cs.CL · cs.AI · cs.LG · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MV5WWM6TMFVG3WX5P4A7WTCL3C}

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	2026-05-17T23:45:02.544241Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

657b6b33d3616a6ddafd7f01fb4c4bd892eb08e62d2c54c20432cb74327a1cb5

Aliases

arxiv: 1905.11259 · arxiv_version: 1905.11259v1 · doi: 10.48550/arxiv.1905.11259 · pith_short_12: MV5WWM6TMFVG · pith_short_16: MV5WWM6TMFVG3WX5 · pith_short_8: MV5WWM6T

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/MV5WWM6TMFVG3WX5P4A7WTCL3C \
  | 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: 657b6b33d3616a6ddafd7f01fb4c4bd892eb08e62d2c54c20432cb74327a1cb5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "70a18e82c8c4c9d8ec2f7389a42fea085855a25808362f48a35b6b3c043bf6ca",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-05-27T14:27:13Z",
    "title_canon_sha256": "789f9684982e5193145bcbb698ebff8d3b0e4ee4315fc68e503dd7e0ba090aa6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.11259",
    "kind": "arxiv",
    "version": 1
  }
}