Pith Number

pith:AS6LZ77C

pith:2026:AS6LZ77COZA2IHDK3XEA7UZH6O

not attested not anchored not stored refs pending

Adapting Actively on the Fly: Relevance-Guided Online Meta-Learning with Latent Concepts for Geospatial Discovery

Anindya Sarkar, Elizabeth Bondi-Kelly, Jowaria Khan, Yevgeniy Vorobeychik

arxiv:2602.17605 v2 · 2026-02-19 · cs.CV · cs.AI · cs.CY · 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{AS6LZ77COZA2IHDK3XEA7UZH6O}

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.

Receipt and verification

First computed	2026-05-27T01:04:56.326409Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04bcbcffe27641a41c6addc80fd327f38894e180c6b31c0960caa83ff2a2d3ec

Aliases

arxiv: 2602.17605 · arxiv_version: 2602.17605v2 · doi: 10.48550/arxiv.2602.17605 · pith_short_12: AS6LZ77COZA2 · pith_short_16: AS6LZ77COZA2IHDK · pith_short_8: AS6LZ77C

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/AS6LZ77COZA2IHDK3XEA7UZH6O \
  | 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: 04bcbcffe27641a41c6addc80fd327f38894e180c6b31c0960caa83ff2a2d3ec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b32fba1df74f7b38c3dd2769484fbdb81a67dd84ce9f1286a55a45e6b19b821b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-02-19T18:30:18Z",
    "title_canon_sha256": "bd1360d42f7bc6c811570d45355727fe31b1e2ac2fddcba8f7af7a36ae82d917"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.17605",
    "kind": "arxiv",
    "version": 2
  }
}