Pith Number

pith:JGMX6D3H

pith:2024:JGMX6D3H4DYGAVP3UK5DB2F5LI

not attested not anchored not stored refs pending

Interesting Scientific Idea Generation using Knowledge Graphs and LLMs: Evaluations with 100 Research Group Leaders

Mario Krenn, Xuemei Gu

arxiv:2405.17044 v3 · 2024-05-27 · cs.AI · cs.CL · 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{JGMX6D3H4DYGAVP3UK5DB2F5LI}

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

6 papers in Pith

Experiment-as-Code Labs: A Declarative Stack for AI-Driven Scientific Discovery

Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator

Intern-Atlas: A Methodological Evolution Graph as Research Infrastructure for AI Scientists

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation

Experiment-as-Code Labs: A Declarative Stack for AI-Driven Scientific Discovery

Receipt and verification

First computed	2026-07-05T09:58:20.901377Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49997f0f67e0f06055fba2ba30e8bd5a24e26b9080f0a1648be437eaf6f7724e

Aliases

arxiv: 2405.17044 · arxiv_version: 2405.17044v3 · doi: 10.48550/arxiv.2405.17044 · pith_short_12: JGMX6D3H4DYG · pith_short_16: JGMX6D3H4DYGAVP3 · pith_short_8: JGMX6D3H

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/JGMX6D3H4DYGAVP3UK5DB2F5LI \
  | 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: 49997f0f67e0f06055fba2ba30e8bd5a24e26b9080f0a1648be437eaf6f7724e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "472e50a314e1bddf66d6a5bd5f0aea1c7e6927a5315d2d10570d9d047be8499f",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.DL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-05-27T11:00:51Z",
    "title_canon_sha256": "7770fbc65b7036cc89f65822b5e0c9ace79b9d095e23d302f2015d00ef548214"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17044",
    "kind": "arxiv",
    "version": 3
  }
}