Pith Number

pith:HWULDXXE

pith:2025:HWULDXXEUZS5BE7SXZAVPSRYJL

not attested not anchored not stored refs pending

NAVIG: Natural Language-guided Analysis with Vision Language Models for Image Geo-localization

Jordan Boyd-Graber, Runze Li, Tasnim Kabir, Zheyuan Zhang

arxiv:2502.14638 v1 · 2025-02-20 · cs.CL · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HWULDXXEUZS5BE7SXZAVPSRYJL}

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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

1 paper in Pith

Scale, Don't Fine-tune: Guiding Multimodal LLMs for Efficient Visual Place Recognition at Test-Time

Receipt and verification

First computed	2026-07-05T10:17:30.482034Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3da8b1dee4a665d093f2be4157ca384ae6449dd18663133a3dbff66d1025f860

Aliases

arxiv: 2502.14638 · arxiv_version: 2502.14638v1 · doi: 10.48550/arxiv.2502.14638 · pith_short_12: HWULDXXEUZS5 · pith_short_16: HWULDXXEUZS5BE7S · pith_short_8: HWULDXXE

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/HWULDXXEUZS5BE7SXZAVPSRYJL \
  | 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: 3da8b1dee4a665d093f2be4157ca384ae6449dd18663133a3dbff66d1025f860

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21b7a2003b474d8a818afa9b90573e10889c13efae46dfc1108335b4adb8d50e",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-20T15:21:35Z",
    "title_canon_sha256": "e3c328ba8206610c42a20ab4db6c2915033ec3812c26e1ed21a815103f4a26c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.14638",
    "kind": "arxiv",
    "version": 1
  }
}