Pith Number

pith:3VVKP7TX

pith:2025:3VVKP7TXFXWGHJWD4YBHGOONAV

not attested not anchored not stored refs pending

Hypothesis Generation for Materials Discovery and Design Using Goal-Driven and Constraint-Guided LLM Agents

Ashif Iquebal, Chitta Baral, Divij Handa, Kevin Coutinho, Shrinidhi Kumbhar, Venkatesh Mishra

arxiv:2501.13299 v2 · 2025-01-23 · 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{3VVKP7TXFXWGHJWD4YBHGOONAV}

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

4 papers in Pith

Agentic generation of verifiable rules for deterministic, self-expanding reaction classification

Matter to Mechanism: A Benchmark for AI Co-Scientists in Materials and Battery Research

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory

Receipt and verification

First computed	2026-07-05T10:11:31.960964Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dd6aa7fe772dec63a6c3e6027339cd054d6a818c517c18c75f93d6c5478904b4

Aliases

arxiv: 2501.13299 · arxiv_version: 2501.13299v2 · doi: 10.48550/arxiv.2501.13299 · pith_short_12: 3VVKP7TXFXWG · pith_short_16: 3VVKP7TXFXWGHJWD · pith_short_8: 3VVKP7TX

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/3VVKP7TXFXWGHJWD4YBHGOONAV \
  | 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: dd6aa7fe772dec63a6c3e6027339cd054d6a818c517c18c75f93d6c5478904b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0507fd33b85b6c620f83a6d6464e4d4445e84579198d653e3cd4063b5362e69f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-23T01:01:05Z",
    "title_canon_sha256": "0595ec95d7ef6039a038911f4028baf4dac42549d9594d57ad7b6f0e3ad014e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.13299",
    "kind": "arxiv",
    "version": 2
  }
}