Pith Number

pith:7MQGTRFO

pith:2025:7MQGTRFOCFGH66IKFLRLGW7TFI

not attested not anchored not stored refs pending

Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference

Fei Huang, Kewei Tu, Pengjun Xie, Xinyu Geng, Xinyu Wang, Yong Jiang, Zhen Zhang, Zhuo Chen

arxiv:2502.18023 v3 · 2025-02-25 · cs.CL

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\usepackage{pith}
\pithnumber{7MQGTRFOCFGH66IKFLRLGW7TFI}

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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

2 papers in Pith

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GeoBrowse: A Geolocation Benchmark for Agentic Tool Use with Expert-Annotated Reasoning Traces

Receipt and verification

First computed	2026-07-05T11:58:25.389152Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fb2069c4ae114c7f790a2ae2b35bf32a1307cdc0fce8815044c6e4fc549d6506

Aliases

arxiv: 2502.18023 · arxiv_version: 2502.18023v3 · doi: 10.48550/arxiv.2502.18023 · pith_short_12: 7MQGTRFOCFGH · pith_short_16: 7MQGTRFOCFGH66IK · pith_short_8: 7MQGTRFO

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/7MQGTRFOCFGH66IKFLRLGW7TFI \
  | 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: fb2069c4ae114c7f790a2ae2b35bf32a1307cdc0fce8815044c6e4fc549d6506

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b467c6ffb6f672758fd2045e8624f135b0382eb0fed7756311b13dccd4c6f30b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-25T09:32:08Z",
    "title_canon_sha256": "585dae1b98e666c5a5c6a854fbced34c9dea55f28c7d61bea9427c9527eba979"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.18023",
    "kind": "arxiv",
    "version": 3
  }
}