Pith Number

pith:FWOG4EGB

pith:2022:FWOG4EGBILFTHWTRHAG5IBLT52

not attested not anchored not stored refs pending

Unpacking Large Language Models with Conceptual Consistency

Ajay Divakaran, Michael Cogswell, Pritish Sahu, Yunye Gong

arxiv:2209.15093 v1 · 2022-09-29 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FWOG4EGBILFTHWTRHAG5IBLT52}

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

2 papers in Pith

If Concept Bottlenecks are the Question, are Foundation Models the Answer?

Concepts Worth Having: Refining VLM-Guided Concept Bottleneck Models with Minimal Annotations

Receipt and verification

First computed	2026-07-05T05:02:15.626632Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d9c6e10c142cb33da71380dd40573eebed962da11bb7599c8d6115b9c0f0d1d

Aliases

arxiv: 2209.15093 · arxiv_version: 2209.15093v1 · doi: 10.48550/arxiv.2209.15093 · pith_short_12: FWOG4EGBILFT · pith_short_16: FWOG4EGBILFTHWTR · pith_short_8: FWOG4EGB

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/FWOG4EGBILFTHWTRHAG5IBLT52 \
  | 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: 2d9c6e10c142cb33da71380dd40573eebed962da11bb7599c8d6115b9c0f0d1d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58864a6ad366159538c2ad3f7dd66ffb906937e747367fc1a28a0b344d376956",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-09-29T20:55:57Z",
    "title_canon_sha256": "63f7458f9d0ccf2f392b61e4776e99a3def01bef5d2b9c50efaf6950cde55d00"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.15093",
    "kind": "arxiv",
    "version": 1
  }
}