Pith Number

pith:KKZAMSFV

pith:2018:KKZAMSFVMK62STCLWN3DWSQT7G

not attested not anchored not stored refs pending

Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning

Andreea Hossmann, Claudiu Musat, Michael Baeriswyl, Vladimir Ilievski

arxiv:1802.00500 v2 · 2018-02-01 · 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{KKZAMSFVMK62STCLWN3DWSQT7G}

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	2026-05-18T00:09:52.672013Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

52b20648b562bda94c4bb3763b4a13f9818049c9dc54136922b2898fc9def14c

Aliases

arxiv: 1802.00500 · arxiv_version: 1802.00500v2 · doi: 10.48550/arxiv.1802.00500 · pith_short_12: KKZAMSFVMK62 · pith_short_16: KKZAMSFVMK62STCL · pith_short_8: KKZAMSFV

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/KKZAMSFVMK62STCLWN3DWSQT7G \
  | 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: 52b20648b562bda94c4bb3763b4a13f9818049c9dc54136922b2898fc9def14c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd2bcf978bfc67d93b20623074e0821b82358f94370af48cb21f55ac96ebd853",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2018-02-01T21:50:40Z",
    "title_canon_sha256": "d02111aa822f2d42db51611d0581572ec3d2f39d812e0b0d2c4549b4fa1283b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.00500",
    "kind": "arxiv",
    "version": 2
  }
}