Pith Number

pith:MF3Y6KU5

pith:2025:MF3Y6KU5ATX3ONFDQJTE7X2TGF

not attested not anchored not stored refs pending

On the capabilities of LLMs for classifying and segmenting time series of fruit picking motions into primitive actions

Dimitrios Papageorgiou, Eleni Konstantinidou, Nikolaos Efstathopoulos, Nikolaos Kounalakis

arxiv:2507.07745 v1 · 2025-07-10 · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MF3Y6KU5ATX3ONFDQJTE7X2TGF}

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	2026-07-05T11:35:04.404270Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61778f2a9d04efb734a382664fdf53314328d3949f2bb02a7888eeebfb9378fc

Aliases

arxiv: 2507.07745 · arxiv_version: 2507.07745v1 · doi: 10.48550/arxiv.2507.07745 · pith_short_12: MF3Y6KU5ATX3 · pith_short_16: MF3Y6KU5ATX3ONFD · pith_short_8: MF3Y6KU5

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/MF3Y6KU5ATX3ONFDQJTE7X2TGF \
  | 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: 61778f2a9d04efb734a382664fdf53314328d3949f2bb02a7888eeebfb9378fc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75e21e998c2cfcc900ce07db3e706dc02b02173bff87d116d6138737093a4fc6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-07-10T13:25:18Z",
    "title_canon_sha256": "67c7df75dbeca7d7f8b7e8e968d28bedefde216bd4011c69d29d6d31c7514166"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.07745",
    "kind": "arxiv",
    "version": 1
  }
}