Pith Number

pith:23QEKU7Y

pith:2017:23QEKU7Y3EMWH7EFY5NTESHBUF

not attested not anchored not stored refs pending

Challenging Neural Dialogue Models with Natural Data: Memory Networks Fail on Incremental Phenomena

Arash Eshghi, Igor Shalyminov, Oliver Lemon

arxiv:1709.07840 v1 · 2017-09-22 · 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{23QEKU7Y3EMWH7EFY5NTESHBUF}

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	2026-05-18T00:34:32.267833Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6e04553f8d91963fc85c75b3248e1a164ce54bf206157235db04cdb022ab424

Aliases

arxiv: 1709.07840 · arxiv_version: 1709.07840v1 · doi: 10.48550/arxiv.1709.07840 · pith_short_12: 23QEKU7Y3EMW · pith_short_16: 23QEKU7Y3EMWH7EF · pith_short_8: 23QEKU7Y

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/23QEKU7Y3EMWH7EFY5NTESHBUF \
  | 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: d6e04553f8d91963fc85c75b3248e1a164ce54bf206157235db04cdb022ab424

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "456cba5b025af5f512f35e80f2a9a131042e1fc04897dda3520fb8f4d32993c1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2017-09-22T16:43:48Z",
    "title_canon_sha256": "efc185a514131079861a5bb5838c21f21a15c2a2ab5f2e6a4208f545225ffe99"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1709.07840",
    "kind": "arxiv",
    "version": 1
  }
}