Pith Number

pith:FTIVUYGC

pith:2023:FTIVUYGC3SL2SGTEZQOHOJSHRX

not attested not anchored not stored refs pending

In-Context Learning Learns Label Relationships but Is Not Conventional Learning

Jannik Kossen, Tom Rainforth, Yarin Gal

arxiv:2307.12375 v4 · 2023-07-23 · cs.CL · cs.AI · 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{FTIVUYGC3SL2SGTEZQOHOJSHRX}

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.

Cited by

1 paper in Pith

Why Multimodal In-Context Learning Lags Behind? Unveiling the Inner Mechanisms and Bottlenecks

Receipt and verification

First computed	2026-07-05T07:55:23.152044Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2cd15a60c2dc97a91a64cc1c7726478ddc4cfa684a6d74cdd6d206790cc2f105

Aliases

arxiv: 2307.12375 · arxiv_version: 2307.12375v4 · doi: 10.48550/arxiv.2307.12375 · pith_short_12: FTIVUYGC3SL2 · pith_short_16: FTIVUYGC3SL2SGTE · pith_short_8: FTIVUYGC

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/FTIVUYGC3SL2SGTEZQOHOJSHRX \
  | 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: 2cd15a60c2dc97a91a64cc1c7726478ddc4cfa684a6d74cdd6d206790cc2f105

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d14c24b0c934db6227de56ed5a0ff022908326d7710601069204eae7b6dc841",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-23T16:54:41Z",
    "title_canon_sha256": "eb17262f945ec82e0919cc68b5eb11eb37256ac93115a2441319e5a10748ffe7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.12375",
    "kind": "arxiv",
    "version": 4
  }
}