Pith Number

pith:SDEMYDDY

pith:2024:SDEMYDDY5D4LDVUV6V4VIZWOUB

not attested not anchored not stored refs pending

MM-PhyRLHF: Reinforcement Learning Framework for Multimodal Physics Question-Answering

Adarsh Raj Shivam, Apoorv Singh, Astha Verma, Avinash Anand, Chhavi Kirtani, Janak Kapuriya, Jatin Kumar, Jay Saraf, Naman Lal, Rajiv Ratn Shah

arxiv:2404.12926 v2 · 2024-04-19 · 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{SDEMYDDY5D4LDVUV6V4VIZWOUB}

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

1 paper in Pith

Improving Physics Reasoning in Large Language Models Using Mixture of Refinement Agents

Receipt and verification

First computed	2026-07-05T09:59:45.788941Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

90c8cc0c78e8f8b1d695f5795466cea04660e6dd5dfb3b8bd68f200a87accadf

Aliases

arxiv: 2404.12926 · arxiv_version: 2404.12926v2 · doi: 10.48550/arxiv.2404.12926 · pith_short_12: SDEMYDDY5D4L · pith_short_16: SDEMYDDY5D4LDVUV · pith_short_8: SDEMYDDY

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/SDEMYDDY5D4LDVUV6V4VIZWOUB \
  | 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: 90c8cc0c78e8f8b1d695f5795466cea04660e6dd5dfb3b8bd68f200a87accadf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21247521c995d1ae31384fddbf4bd33388a2741ea1fbca86b0d055b63cfb4f85",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-04-19T14:52:57Z",
    "title_canon_sha256": "ee586627844fe822072e5bd959d6c07df75119df79ffd318abcec41aa39c3a2f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.12926",
    "kind": "arxiv",
    "version": 2
  }
}