Pith Number

pith:ATGIHE7Q

pith:2024:ATGIHE7QZVMCV7E7TZI3RLSX73

not attested not anchored not stored refs pending

On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs

Nitay Calderon, Roi Reichart

arxiv:2407.19200 v2 · 2024-07-27 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ATGIHE7QZVMCV7E7TZI3RLSX73}

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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

2 papers in Pith

A Blueprint for AI-Driven Software Quality: Integrating LLMs with Established Standards

Mechanistic Interpretability Needs Philosophy

Receipt and verification

First computed	2026-07-05T10:09:06.770020Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04cc8393f0cd582afc9f9e51b8ae57fef67eef71563240eb862ffe474f12c411

Aliases

arxiv: 2407.19200 · arxiv_version: 2407.19200v2 · doi: 10.48550/arxiv.2407.19200 · pith_short_12: ATGIHE7QZVMC · pith_short_16: ATGIHE7QZVMCV7E7 · pith_short_8: ATGIHE7Q

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/ATGIHE7QZVMCV7E7TZI3RLSX73 \
  | 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: 04cc8393f0cd582afc9f9e51b8ae57fef67eef71563240eb862ffe474f12c411

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2f9cfa99f7c560699a5dd5372d914ad76fff54cdf3c372e6e92f41c1eefad079",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-27T08:00:27Z",
    "title_canon_sha256": "a4125c592cfa675f278a1cadb37eeeffd443b4ac6f5d8275126f21edc841b727"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.19200",
    "kind": "arxiv",
    "version": 2
  }
}