Pith. sign in
Pith Number

pith:6HKXBQXU

pith:2026:6HKXBQXUY7FOOOMACQ53MSVMTQ
not attested not anchored not stored refs pending

FIRE-Bench: Evaluating AI Agents on the Rediscovery of Scientific Insights

Claire Cardie, Eric P. Xing, Fan Bai, Jieyuan Liu, Jinyan Su, Kaiser Sun, Kun Zhou, Mark Dredze, Xinle Yu, Zhen Wang, Zhiting Hu, Zhongyan Luo

arxiv:2602.02905 v2 · 2026-02-02 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{6HKXBQXUY7FOOOMACQ53MSVMTQ}

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

8 papers in Pith

Receipt and verification
First computed 2026-07-14T00:18:22.088736Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f1d570c2f4c7cae73980143bb64aac9c237f08c2088d5b89e4b109b6ba739f52

Aliases

arxiv: 2602.02905 · arxiv_version: 2602.02905v2 · doi: 10.48550/arxiv.2602.02905 · pith_short_12: 6HKXBQXUY7FO · pith_short_16: 6HKXBQXUY7FOOOMA · pith_short_8: 6HKXBQXU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6HKXBQXUY7FOOOMACQ53MSVMTQ \
  | 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: f1d570c2f4c7cae73980143bb64aac9c237f08c2088d5b89e4b109b6ba739f52
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "39632aa4c0b72c9c50847f8a6c10ccebd99df93bf350a95804af6eee5f822c03",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-02-02T23:21:13Z",
    "title_canon_sha256": "dd4645fe223092161ba66ecdfdbbaeb2f4b291e4f40fee94b3fbb572554e4faa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.02905",
    "kind": "arxiv",
    "version": 2
  }
}