Pith Number

pith:AVFMGDP7

pith:2020:AVFMGDP77DGJS6B5MCNMU4DTCZ

not attested not anchored not stored refs pending

Goal-Oriented Multi-Task BERT-Based Dialogue State Tracker

Eugenia Elistratova, Leonid Pugachev, Mikhail Burtsev, Pavel Gulyaev, Vasily Konovalov, Yuri Kuratov

arxiv:2002.02450 v1 · 2020-02-05 · cs.CL · cs.LG · 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{AVFMGDP77DGJS6B5MCNMU4DTCZ}

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

MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents

Receipt and verification

First computed	2026-07-05T00:38:56.235177Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

054ac30dfff8cc99783d609aca70731673e2b69cf8fdaca4d2e8d24079c04051

Aliases

arxiv: 2002.02450 · arxiv_version: 2002.02450v1 · doi: 10.48550/arxiv.2002.02450 · pith_short_12: AVFMGDP77DGJ · pith_short_16: AVFMGDP77DGJS6B5 · pith_short_8: AVFMGDP7

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/AVFMGDP77DGJS6B5MCNMU4DTCZ \
  | 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: 054ac30dfff8cc99783d609aca70731673e2b69cf8fdaca4d2e8d24079c04051

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "838826216f8ca15bdd598ece03095b3a9b69c5fdfb9f702c737b551e7b790b7d",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-02-05T22:56:12Z",
    "title_canon_sha256": "dd23c491ca91aa61dbe0da08a3369a9b55ef512b97d780f4b30b6ceefda4ef60"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.02450",
    "kind": "arxiv",
    "version": 1
  }
}