Pith Number

pith:LFXQQWZA

pith:2023:LFXQQWZA22B7BBUX3VPVGXFUBL

not attested not anchored not stored refs pending

Understanding In-Context Learning via Supportive Pretraining Data

Asli Celikyilmaz, Daniel Simig, Tianlu Wang, Todor Mihaylov, Xiaochuang Han, Yulia Tsvetkov

arxiv:2306.15091 v1 · 2023-06-26 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LFXQQWZA22B7BBUX3VPVGXFUBL}

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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

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

Receipt and verification

First computed	2026-07-05T06:24:53.689741Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

596f085b20d683f08697dd5f535cb40ad0f98edba8c33dc19a43a876db167809

Aliases

arxiv: 2306.15091 · arxiv_version: 2306.15091v1 · doi: 10.48550/arxiv.2306.15091 · pith_short_12: LFXQQWZA22B7 · pith_short_16: LFXQQWZA22B7BBUX · pith_short_8: LFXQQWZA

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/LFXQQWZA22B7BBUX3VPVGXFUBL \
  | 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: 596f085b20d683f08697dd5f535cb40ad0f98edba8c33dc19a43a876db167809

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b05cc338f912f66014a928f5c74cb4813c94670b7b8be15f124f7bdbca94390",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-06-26T22:14:04Z",
    "title_canon_sha256": "7c095914ff46b49a428cd3a8565a2cab344eb14178a09cd3909945ff603e523e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.15091",
    "kind": "arxiv",
    "version": 1
  }
}