Pith Number

pith:DSF2UF2R

pith:2025:DSF2UF2RIXZFEXV2N4YC22PKB5

not attested not anchored not stored refs pending

When Users Are Happy but Agents Are Wrong: Multi-Dimensional Evaluation of Tool-Augmented Dialogue

Rashmi Gangadharaiah, Shamik Roy, Tanya Shourya, Vinayshekhar Bannihatti Kumar, Yingfan Wang, Zhaoyi Joey Hou

arxiv:2510.19186 v2 · 2025-10-22 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DSF2UF2RIXZFEXV2N4YC22PKB5}

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	2026-06-09T02:07:11.684717Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c8baa175145f2525eba6f302d69ea0f6ce23a6b90439619013cf803a0853a34

Aliases

arxiv: 2510.19186 · arxiv_version: 2510.19186v2 · doi: 10.48550/arxiv.2510.19186 · pith_short_12: DSF2UF2RIXZF · pith_short_16: DSF2UF2RIXZFEXV2 · pith_short_8: DSF2UF2R

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/DSF2UF2RIXZFEXV2N4YC22PKB5 \
  | 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: 1c8baa175145f2525eba6f302d69ea0f6ce23a6b90439619013cf803a0853a34

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6816afda39263926053ffd6c1e33b0746d4f7e94fef3032d4bb4f1c471786f99",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-10-22T02:44:11Z",
    "title_canon_sha256": "e8a580bb38efed3a1196d9a24db8f50698ceaea72d316a4b7aac948ddb2b7351"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.19186",
    "kind": "arxiv",
    "version": 2
  }
}