Pith Number

pith:47CR3OL4

pith:2024:47CR3OL46GRNVO4FHAP3DKD662

not attested not anchored not stored refs pending

Analyzing the Role of Semantic Representations in the Era of Large Language Models

Bernhard Sch\"olkopf, Fernando Gonzalez, Jiarui Liu, Jiayi Zhang, Julian Michael, Mona Diab, Yuen Chen, Zhijing Jin

arxiv:2405.01502 v1 · 2024-05-02 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{47CR3OL46GRNVO4FHAP3DKD662}

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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

GENUINE: Graph Enhanced Multi-level Uncertainty Estimation for Large Language Models

Receipt and verification

First computed	2026-07-05T08:14:46.016066Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7c51db97cf1a2dabb85381fb1a87ef69da04c6293741443133748924124dc67

Aliases

arxiv: 2405.01502 · arxiv_version: 2405.01502v1 · doi: 10.48550/arxiv.2405.01502 · pith_short_12: 47CR3OL46GRN · pith_short_16: 47CR3OL46GRNVO4F · pith_short_8: 47CR3OL4

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/47CR3OL46GRNVO4FHAP3DKD662 \
  | 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: e7c51db97cf1a2dabb85381fb1a87ef69da04c6293741443133748924124dc67

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2fe62bbaf384df906d40ed3fa7dee7c99a97344e4a3e4d60ee4b5fc43a569350",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-02T17:32:59Z",
    "title_canon_sha256": "1ec537a7e46baa83f7706a5784ed26f5d0a6ebf588a237575e131c57b21fee5d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.01502",
    "kind": "arxiv",
    "version": 1
  }
}