Pith Number

pith:MVC2DGCV

pith:2025:MVC2DGCVXTLYM475PDUPEMTEQE

not attested not anchored not stored refs pending

PLaID++: A Preference Aligned Language Model for Targeted Inorganic Materials Design

Andy Xu, Ethan Ritz, Gabriel Hope, Larry Wang, Rohan Desai

arxiv:2509.07150 v4 · 2025-09-08 · cs.LG · cond-mat.mtrl-sci

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\usepackage{pith}
\pithnumber{MVC2DGCVXTLYM475PDUPEMTEQE}

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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

CrystalReasoner: Reasoning and RL for Property-Conditioned Crystal Structure Generation

Generative design of inorganic materials

Receipt and verification

First computed	2026-06-12T01:08:15.836925Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6545a19855bcd78673fd78e8f23264812947727a6e906ac3ccee7daff518d059

Aliases

arxiv: 2509.07150 · arxiv_version: 2509.07150v4 · doi: 10.48550/arxiv.2509.07150 · pith_short_12: MVC2DGCVXTLY · pith_short_16: MVC2DGCVXTLYM475 · pith_short_8: MVC2DGCV

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/MVC2DGCVXTLYM475PDUPEMTEQE \
  | 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: 6545a19855bcd78673fd78e8f23264812947727a6e906ac3ccee7daff518d059

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "922f0144222211ef5baa86f74ec3b457475b1e85293f7d971686bd01d23d4ccf",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-08T18:57:57Z",
    "title_canon_sha256": "ca0c3e1289d5a820e5a7d29f14fff004ac7ed4322fabd4a724fe943ebd292c2d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.07150",
    "kind": "arxiv",
    "version": 4
  }
}