Pith Number

pith:NEE42RKA

pith:2023:NEE42RKAFFI2C4QIWECX34BE5B

not attested not anchored not stored refs pending

Teach Me How to Learn: A Perspective Review towards User-centered Neuro-symbolic Learning for Robotic Surgical Systems

Amr Gomaa, Antonio Kr\"uger, Bilal Mahdy, Frank Kirchner, Michael Feld, Niko Kleer

arxiv:2307.03853 v1 · 2023-07-07 · cs.RO · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NEE42RKAFFI2C4QIWECX34BE5B}

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	2026-07-05T06:29:04.635535Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6909cd45402951a17208b1057df024e8760591daeb4b7a2ba7eed08762017d49

Aliases

arxiv: 2307.03853 · arxiv_version: 2307.03853v1 · doi: 10.48550/arxiv.2307.03853 · pith_short_12: NEE42RKAFFI2 · pith_short_16: NEE42RKAFFI2C4QI · pith_short_8: NEE42RKA

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/NEE42RKAFFI2C4QIWECX34BE5B \
  | 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: 6909cd45402951a17208b1057df024e8760591daeb4b7a2ba7eed08762017d49

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "85c95c242944a2a9caba39467969e9cd0e9a9e4eda1ecd9fef68c21e7f285500",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2023-07-07T21:58:28Z",
    "title_canon_sha256": "dd5e127d08709eb51588a76cdfacd123a8a2894b9f074bf7f0695dd4a2877c27"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.03853",
    "kind": "arxiv",
    "version": 1
  }
}