Pith Number

pith:MU5C35BC

pith:2025:MU5C35BCCF2KLHQWPAN47S4IUD

not attested not anchored not stored refs pending

How can we assess human-agent interactions? Case studies in software agent design

Aditya Bharat Soni, Ameet Talwalkar, Calvin Smith, Graham Neubig, Hoang H. Tran, Juan Michelini, Rohit Malhotra, Valerie Chen, Xingyao Wang, Xuhui Zhou

arxiv:2510.09801 v3 · 2025-10-10 · 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{MU5C35BCCF2KLHQWPAN47S4IUD}

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	2026-06-10T01:09:45.067212Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

653a2df4221174a59e16781bcfcb88a0cc4ef9f195c0fef652f3b4efad7d4763

Aliases

arxiv: 2510.09801 · arxiv_version: 2510.09801v3 · doi: 10.48550/arxiv.2510.09801 · pith_short_12: MU5C35BCCF2K · pith_short_16: MU5C35BCCF2KLHQW · pith_short_8: MU5C35BC

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/MU5C35BCCF2KLHQWPAN47S4IUD \
  | 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: 653a2df4221174a59e16781bcfcb88a0cc4ef9f195c0fef652f3b4efad7d4763

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4044c9aef0f75cceade9864064dc92d70c44f740fe2b2a8b353a09a2eb1ca45d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-10-10T19:04:28Z",
    "title_canon_sha256": "74ff74138bc63b4449c33fee004cb39cf7a1360bd71027f6df3265491c2b77f5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.09801",
    "kind": "arxiv",
    "version": 3
  }
}