Pith Number

pith:JRLU56Z4

pith:2016:JRLU56Z4PQUBUJDUNXDNVOG4CW

not attested not anchored not stored refs pending

Dialog state tracking, a machine reading approach using Memory Network

Fei Liu, Julien Perez

arxiv:1606.04052 v5 · 2016-06-13 · cs.CL · cs.NE · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JRLU56Z4PQUBUJDUNXDNVOG4CW}

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.

Cited by

1 paper in Pith

HyST: A Hybrid Approach for Flexible and Accurate Dialogue State Tracking

Receipt and verification

First computed	2026-05-18T00:49:37.912851Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4c574efb3c7c281a24746dc6dab8dc15a16e776308a0dd01cbe316b49b0fcff7

Aliases

arxiv: 1606.04052 · arxiv_version: 1606.04052v5 · doi: 10.48550/arxiv.1606.04052 · pith_short_12: JRLU56Z4PQUB · pith_short_16: JRLU56Z4PQUBUJDU · pith_short_8: JRLU56Z4

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/JRLU56Z4PQUBUJDUNXDNVOG4CW \
  | 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: 4c574efb3c7c281a24746dc6dab8dc15a16e776308a0dd01cbe316b49b0fcff7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d252380a0dc7b0b725347231ff295b9a8b59a21da065723f2a0299dc642541f3",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2016-06-13T18:09:40Z",
    "title_canon_sha256": "364771795ed517cc873880be67dac3bbae549c0c388d1d67e0c11aaa2076510e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1606.04052",
    "kind": "arxiv",
    "version": 5
  }
}