Pith Number

pith:3XV7AIXW

pith:2026:3XV7AIXW6HYGH3LMOLWUTAVB7Z

not attested not anchored not stored refs pending

Agentic AI and Human-in-the-Loop Interventions: Field Experimental Evidence from Alibaba's Customer Service Operations

Bingxin Jia, Chuan Zhu, Lauren Xiaoyuan Lu, Tianjun Feng, Yiwei Wang

arxiv:2605.14830 v1 · 2026-05-14 · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3XV7AIXW6HYGH3LMOLWUTAVB7Z}

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	2026-05-17T23:38:58.050651Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ddebf022f6f1f063ed6c72ed4982a1fe44f076a66d1561c94dd73df2cfd47005

Aliases

arxiv: 2605.14830 · arxiv_version: 2605.14830v1 · doi: 10.48550/arxiv.2605.14830 · pith_short_12: 3XV7AIXW6HYG · pith_short_16: 3XV7AIXW6HYGH3LM · pith_short_8: 3XV7AIXW

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/3XV7AIXW6HYGH3LMOLWUTAVB7Z \
  | 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: ddebf022f6f1f063ed6c72ed4982a1fe44f076a66d1561c94dd73df2cfd47005

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ddb5ea71720ff3bc89f4143740b94c4417494b1fa1091d97b6c6e7dd350ca26b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2026-05-14T13:35:52Z",
    "title_canon_sha256": "47f0c213c038d171d9c1023e4ae23874cc95d4dd04b4323d9518add09d730d42"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.14830",
    "kind": "arxiv",
    "version": 1
  }
}