Pith Number

pith:ZGJCTIFE

pith:2022:ZGJCTIFEMDI63MHY2RSX6V2ZKS

not attested not anchored not stored refs pending

TaDaa: real time Ticket Assignment Deep learning Auto Advisor for customer support, help desk, and issue ticketing systems

Bill Liu, Jnana Senapati, Leon Feng

arxiv:2207.11187 v2 · 2022-07-18 · cs.IR · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZGJCTIFEMDI63MHY2RSX6V2ZKS}

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

A Scalable and High Availability Solution for Recommending Resolutions to Problem Tickets

Receipt and verification

First computed	2026-07-05T05:52:57.718987Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c99229a0a460d1edb0f8d4657f575954bcc6a96745d4897b21f015555e90b60d

Aliases

arxiv: 2207.11187 · arxiv_version: 2207.11187v2 · doi: 10.48550/arxiv.2207.11187 · pith_short_12: ZGJCTIFEMDI6 · pith_short_16: ZGJCTIFEMDI63MHY · pith_short_8: ZGJCTIFE

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/ZGJCTIFEMDI63MHY2RSX6V2ZKS \
  | 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: c99229a0a460d1edb0f8d4657f575954bcc6a96745d4897b21f015555e90b60d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d198d940f36e2270159d720df3345ce367e2b85437edbd691e6a18b554db5ff",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2022-07-18T18:08:34Z",
    "title_canon_sha256": "4fb4a91c9b1bd1c02b486b3c31e2efbb150a38828bdc9e6de7d1301aac93cd71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.11187",
    "kind": "arxiv",
    "version": 2
  }
}