Pith Number

pith:FKRTWNBK

pith:2020:FKRTWNBKHLLXK3U2OIVRPQ67D2

not attested not anchored not stored refs pending

Policy-Driven Neural Response Generation for Knowledge-Grounded Dialogue Systems

Behnam Hedayatnia, Dilek Hakkani-Tur, Karthik Gopalakrishnan, Mihail Eric, Seokhwan Kim, Yang Liu

arxiv:2005.12529 v4 · 2020-05-26 · cs.AI · 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{FKRTWNBKHLLXK3U2OIVRPQ67D2}

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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.

Receipt and verification

First computed	2026-07-05T01:29:27.986750Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2aa33b342a3ad7756e9a722b17c3df1e9cec430fe777d7cb78d6fe4484bd6284

Aliases

arxiv: 2005.12529 · arxiv_version: 2005.12529v4 · doi: 10.48550/arxiv.2005.12529 · pith_short_12: FKRTWNBKHLLX · pith_short_16: FKRTWNBKHLLXK3U2 · pith_short_8: FKRTWNBK

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/FKRTWNBKHLLXK3U2OIVRPQ67D2 \
  | 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: 2aa33b342a3ad7756e9a722b17c3df1e9cec430fe777d7cb78d6fe4484bd6284

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f11c22ccd5b6c427b946523e8f01c40f1e363f0fdc708351f351f30fd4c2f98",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2020-05-26T06:09:57Z",
    "title_canon_sha256": "754e6861195e3ce1b3d9872e050b792311dc201926f15b5bd13415530a962651"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.12529",
    "kind": "arxiv",
    "version": 4
  }
}