Pith Number

pith:X57KVVGV

pith:2024:X57KVVGVH7GQHOWMRPD5VH4POK

not attested not anchored not stored refs pending

LitLLMs, LLMs for Literature Review: Are we there yet?

Abhay Puri, Christopher Pal, Gaurav Sahu, Issam H. Laradji, Jason Stanley, Krishnamurthy Dj Dvijotham, Laurent Charlin, Shubham Agarwal

arxiv:2412.15249 v2 · 2024-12-15 · cs.CL · cs.AI · cs.DL · 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{X57KVVGVH7GQHOWMRPD5VH4POK}

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

3 papers in Pith

Benchmarking AI Agents for Addressing Scientific Challenges Across Scales

Ten Headache Specialists versus Artificial Intelligence for Clinical Literature Summarization: A Critical Evaluation and Comparison

Can LLMs extract scientific consensus? A case study in high-temperature superconductivity

Receipt and verification

First computed	2026-07-05T10:36:33.389906Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bf7eaad4d53fcd03bacc8bc7da9f8f7289b1f7473605f5e442fc1e35b67207c6

Aliases

arxiv: 2412.15249 · arxiv_version: 2412.15249v2 · doi: 10.48550/arxiv.2412.15249 · pith_short_12: X57KVVGVH7GQ · pith_short_16: X57KVVGVH7GQHOWM · pith_short_8: X57KVVGV

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/X57KVVGVH7GQHOWMRPD5VH4POK \
  | 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: bf7eaad4d53fcd03bacc8bc7da9f8f7289b1f7473605f5e442fc1e35b67207c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "908d877f1ef76fa438bea8cbf6fa74b644a9f0b1281f6c144a903ec6956a5004",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-15T01:12:26Z",
    "title_canon_sha256": "0d98b1ab9b0203c97de7fd3b4da4232f2831d6489c25271c1f9a0672a7aeadec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15249",
    "kind": "arxiv",
    "version": 2
  }
}