Pith Number

pith:UPQH2SVH

pith:2026:UPQH2SVHWS72PX3SAOIY7JORZ5

not attested not anchored not stored refs pending

One Interaction Is Worth a Thousand Guesses: Benchmarking the Interactive Capabilities of Deep Research Agents

Anthony K. H. Tung, Jun Yu, Qiang Huang, Wei Chen, Xiaoya Xie, Yingchaojie Feng, Zhaorui Yang

arxiv:2601.06676 v2 · 2026-01-10 · cs.CL · cs.AI · 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{UPQH2SVHWS72PX3SAOIY7JORZ5}

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

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Receipt and verification

First computed	2026-06-23T02:12:45.840436Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a3e07d4aa7b4bfa7df7203918fa5d1cf70cfa1a941dd8f7f58989df9325f9beb

Aliases

arxiv: 2601.06676 · arxiv_version: 2601.06676v2 · doi: 10.48550/arxiv.2601.06676 · pith_short_12: UPQH2SVHWS72 · pith_short_16: UPQH2SVHWS72PX3S · pith_short_8: UPQH2SVH

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/UPQH2SVHWS72PX3SAOIY7JORZ5 \
  | 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: a3e07d4aa7b4bfa7df7203918fa5d1cf70cfa1a941dd8f7f58989df9325f9beb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "436580e76e1f0d86a483802ee05c2149abebab5205adf0220be6e444f49e0063",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-01-10T20:29:12Z",
    "title_canon_sha256": "c885979338c39f00185fe0433cb8f6fa6a2f58ac68939a0c6ee62b2fe58be573"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.06676",
    "kind": "arxiv",
    "version": 2
  }
}