Pith Number

pith:CRCGTBEB

pith:2024:CRCGTBEBXF5TM4OGXZ7ZQ4YZHE

not attested not anchored not stored refs pending

The Effectiveness of LLMs as Annotators: A Comparative Overview and Empirical Analysis of Direct Representation

Maja Pavlovic, Massimo Poesio

arxiv:2405.01299 v2 · 2024-05-02 · 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{CRCGTBEBXF5TM4OGXZ7ZQ4YZHE}

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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

Delving into Instance-Dependent Label Noise in Graph Data: A Comprehensive Study and Benchmark

Receipt and verification

First computed	2026-07-05T11:28:59.045124Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1444698481b97b3671c6be7f987319390f7ca7d26a1bb4dd2466fc70554d5ef4

Aliases

arxiv: 2405.01299 · arxiv_version: 2405.01299v2 · doi: 10.48550/arxiv.2405.01299 · pith_short_12: CRCGTBEBXF5T · pith_short_16: CRCGTBEBXF5TM4OG · pith_short_8: CRCGTBEB

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/CRCGTBEBXF5TM4OGXZ7ZQ4YZHE \
  | 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: 1444698481b97b3671c6be7f987319390f7ca7d26a1bb4dd2466fc70554d5ef4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c1a81cf66f77e87617c47ac7fe829e3bab10193b4b8dc7eac52b346ad8f5a9a1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-02T14:00:22Z",
    "title_canon_sha256": "e9588acbb5a437b388ceb80cf1daf496347fbd48a8da3258bb4454635b98e11b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.01299",
    "kind": "arxiv",
    "version": 2
  }
}