Pith Number

pith:G6UURBCV

pith:2026:G6UURBCV4AWTDN5LKMP4A4VPOJ

not attested not anchored not stored refs pending

Where Did It Go Wrong? Process-Level Evaluation of Web Agents with Semantic State Tracking

JiHyuk Byun, Jiwan Chung, Seon Joo Kim, Vibhav Vineet

arxiv:2606.15673 v2 · 2026-04-08 · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G6UURBCV4AWTDN5LKMP4A4VPOJ}

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

Desktop-Delta Bench: Do Computer-Use Models Understand Desktop GUI Transitions?

Receipt and verification

First computed	2026-08-05T00:42:06.698059Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37a9488455e02d31b7ab531fc072af726924d4a8a5871f2784d1f450bf2f37df

Aliases

arxiv: 2606.15673 · arxiv_version: 2606.15673v2 · doi: 10.48550/arxiv.2606.15673 · pith_short_12: G6UURBCV4AWT · pith_short_16: G6UURBCV4AWTDN5L · pith_short_8: G6UURBCV

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/G6UURBCV4AWTDN5LKMP4A4VPOJ \
  | 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: 37a9488455e02d31b7ab531fc072af726924d4a8a5871f2784d1f450bf2f37df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f944ad2f920baef0f3d55effd14eb56cca8b6370276a34394fc64866e5ed0af9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-04-08T07:25:29Z",
    "title_canon_sha256": "3bdeb27b4267d3ba3418b7c53dc610c8d4415f823d6a4d050674c81fffcaa74c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.15673",
    "kind": "arxiv",
    "version": 2
  }
}