Pith Number

pith:W55AOY3S

pith:2022:W55AOY3SGR4XZPYSG3NABT5OWB

not attested not anchored not stored refs pending

Efficient Customer Service Combining Human Operators and Virtual Agents

Anita Ostroumov, Natali Shechtman, Oleg Maksimov, Sarit Kraus, Tal Hollander, Yaniv Oshrat, Yonatan Aumann

arxiv:2209.05226 v1 · 2022-09-12 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W55AOY3SGR4XZPYSG3NABT5OWB}

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

Towards Trust Calibration in Socially Interactive Agents: Investigating Gendered Multimodal Behaviors Generation with LLMs

Receipt and verification

First computed	2026-07-05T04:56:28.276851Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b77a07637234797cbf1236da00cfaeb042ddfb5a491e59e01a170fa9a7d602de

Aliases

arxiv: 2209.05226 · arxiv_version: 2209.05226v1 · doi: 10.48550/arxiv.2209.05226 · pith_short_12: W55AOY3SGR4X · pith_short_16: W55AOY3SGR4XZPYS · pith_short_8: W55AOY3S

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/W55AOY3SGR4XZPYSG3NABT5OWB \
  | 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: b77a07637234797cbf1236da00cfaeb042ddfb5a491e59e01a170fa9a7d602de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef06dd2a326553e22dd4cab038ea259671436d537bc0ffc7aaad1005d6ffea21",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2022-09-12T13:23:42Z",
    "title_canon_sha256": "29d9d404235a550d125a3a5efe9c4ab676182767d92bb1bb68ca43a14524cc66"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.05226",
    "kind": "arxiv",
    "version": 1
  }
}