Pith Number

pith:WBK4EMJS

pith:2020:WBK4EMJSPVFGV5IMVLRS3BBQTY

not attested not anchored not stored refs pending

Large-scale Hybrid Approach for Predicting User Satisfaction with Conversational Agents

Benjamin Yao, Dongmin Kim, Dookun Park, Edward Guo, Hao Yuan, Kevin Quinn, Matsoukas Spyros, Pham Hung, Ruhi Sarikaya, Sungjin Lee, Yinglei Zhang, Young-Bum Kim, Yuan Ling

arxiv:2006.07113 v1 · 2020-05-29 · cs.HC · cs.AI · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WBK4EMJSPVFGV5IMVLRS3BBQTY}

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	2026-07-05T01:09:50.230829Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b055c231327d4a6af50caae32d84309e001098b2b8f64ed9e4a4ff5ba689814e

Aliases

arxiv: 2006.07113 · arxiv_version: 2006.07113v1 · doi: 10.48550/arxiv.2006.07113 · pith_short_12: WBK4EMJSPVFG · pith_short_16: WBK4EMJSPVFGV5IM · pith_short_8: WBK4EMJS

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/WBK4EMJSPVFGV5IMVLRS3BBQTY \
  | 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: b055c231327d4a6af50caae32d84309e001098b2b8f64ed9e4a4ff5ba689814e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ab2459ec1c7fb7f389ee9a0b4d14c0ecab9ab411174cf3529bb6f1871586c52",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2020-05-29T16:29:09Z",
    "title_canon_sha256": "c3530311758e6953f23da56c2eeda58877b73de341b3d4538cab6ff82a9e2d66"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.07113",
    "kind": "arxiv",
    "version": 1
  }
}