pith. sign in
Pith Number

pith:MC6GZL5X

pith:2018:MC6GZL5XEZ6AMO636NTMR7WP4C
not attested not anchored not stored refs pending

Towards a Continuous Knowledge Learning Engine for Chatbots

Bing Liu, Nianzu Ma, Sahisnu Mazumder

arxiv:1802.06024 v2 · 2018-02-16 · cs.CL · cs.AI · cs.HC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MC6GZL5XEZ6AMO636NTMR7WP4C}

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 2026-05-18T00:22:36.897081Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

60bc6cafb7267c063bdbf366c8fecfe088a9037a4e89ef851fe149c6059006bc

Aliases

arxiv: 1802.06024 · arxiv_version: 1802.06024v2 · doi: 10.48550/arxiv.1802.06024 · pith_short_12: MC6GZL5XEZ6A · pith_short_16: MC6GZL5XEZ6AMO63 · pith_short_8: MC6GZL5X
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MC6GZL5XEZ6AMO636NTMR7WP4C \
  | 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: 60bc6cafb7267c063bdbf366c8fecfe088a9037a4e89ef851fe149c6059006bc
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "53fff15370a1b7b93df805f14f8675a1d5ceb19bbef6699eb87aaa9da2175ffb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2018-02-16T16:50:27Z",
    "title_canon_sha256": "8eba51a4ebe4e7797cef9f4ae7c6fbbcd99dcb5a5ac3026a9dbe9bbf1261f8f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.06024",
    "kind": "arxiv",
    "version": 2
  }
}