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Paper Citation Record · LEDGER

Lattice Lingo: Effect of Textual Detail on Multimodal Learning for Property Prediction of Crystals

As of 22 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 1 inbound Pith citation observation for arXiv:2412.04670.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2412.04670 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:21:20.751956Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T01:02:38.454480Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-09T01:02:38.660474Z

Reference resolution

16 of 16 outbound references displayed

  • verified exact0
  • verified fuzzy16
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation abc82d8d-d296-428f-9916-fd2fc13a8ade · outbound

This paper cites Materials discovery and design using machine learning.

Lattice Lingo: Effect of Textual Detail on Multimodal Learning for Property Prediction of Crystals Materials discovery and design using machine learning

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:21:21.003450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:21:20.667805Z digest=sha256:7e9ccfb0ba402760406b0d1b8a2843e2f2216aa21214ea47dcec25bcba4aae5c

Observation 2ff9cfe0-21ba-4bca-9f61-e02e346acc2e · outbound

This paper cites Connectivity optimized nested graph networks for crystal structures, 2023.

Lattice Lingo: Effect of Textual Detail on Multimodal Learning for Property Prediction of Crystals Connectivity optimized nested graph networks for crystal structures, 2023

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:21:20.990121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:21:20.673110Z digest=sha256:5e725290d9367c3f1088ebc52824b11c3f808a1c5825ea17a132b9d9ee7e532a

Observation feac01f5-0e05-46c4-8a22-9e40d68b4e49 · outbound

This paper cites Gemnet: Universal directional graph neural networks for molecules.

Lattice Lingo: Effect of Textual Detail on Multimodal Learning for Property Prediction of Crystals Gemnet: Universal directional graph neural networks for molecules

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:21:20.976019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:21:20.678380Z digest=sha256:f470a1422408c9d1f9acd4aea72490dc3890f7443416f30cc85c372f7ba50207

Observation 02088777-4ef4-49e5-bfd9-4971b2c7c0cb · outbound

This paper cites Structure– band gap relationships in hexagonal polytypes and low-dimensional structures of hybrid tin iodide per- ovskites.

Lattice Lingo: Effect of Textual Detail on Multimodal Learning for Property Prediction of Crystals Structure– band gap relationships in hexagonal polytypes and low-dimensional structures of hybrid tin iodide per- ovskites

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:21:20.962882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:21:20.684247Z digest=sha256:bf826cfd333c575919e22590737040a88fbbe57831b8898065155766416f11de

Observation 23e66823-f1b9-4f7c-8f9d-ef16574fe3ec · outbound

This paper cites Single-crystal elastic properties of minerals and related materials with cubic symmetry.

Lattice Lingo: Effect of Textual Detail on Multimodal Learning for Property Prediction of Crystals Single-crystal elastic properties of minerals and related materials with cubic symmetry

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:21:20.944492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:21:20.699310Z digest=sha256:059e7dd619cd0757c0ae8d1c0d1da15e77d20044ba05ff516ab4fb04c5e410b5

Observation c1a19eea-01e6-47ea-917f-9e784660e138 · outbound

This paper cites Materials science and engineering: an introduction.

Lattice Lingo: Effect of Textual Detail on Multimodal Learning for Property Prediction of Crystals Materials science and engineering: an introduction

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:21:20.930951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:21:20.705504Z digest=sha256:6b871637e6dacca51a916c21b180e191ca92249eb77ce5df49b258be95a96eab

Observation 205c59c5-022c-4818-ad54-645f8f33f46c · outbound

This paper cites From molecules to crystal engineering: supramolecular isomerism and polymorphism in network solids.

Lattice Lingo: Effect of Textual Detail on Multimodal Learning for Property Prediction of Crystals From molecules to crystal engineering: supramolecular isomerism and polymorphism in network solids

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:21:20.914208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:21:20.711038Z digest=sha256:3f03beba2832a0842edae4cb8dc5d8ac52f6614b9735a8099c5d60308bdeabee

Observation c6688a4a-57f4-497a-a251-0ddfee46ad4d · outbound

This paper cites Prince and P.

Lattice Lingo: Effect of Textual Detail on Multimodal Learning for Property Prediction of Crystals Prince and P

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:21:20.900917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:21:20.715612Z digest=sha256:7ed20ced55c03cdbf5bafb6e1a0c3bb361f0cb0ca00a0bb8cf8a44ddd758db17

Observation 1b3f1430-dc23-4e31-9a00-97b3bc79c4a8 · outbound

This paper cites Crysmmnet: multimodal representation for crystal property prediction.

Lattice Lingo: Effect of Textual Detail on Multimodal Learning for Property Prediction of Crystals Crysmmnet: multimodal representation for crystal property prediction

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:21:20.887778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:21:20.721041Z digest=sha256:afefa89df4724bf0a16572454e5c0bca1ce8e50dbbaf6b341f5456abbe6086af

Observation 29f6b8ab-fb27-4e1f-a3be-1ec1e87cfc06 · outbound

This paper cites Lu, Thomas Christensen, and Marin Soljaˇci´c.

Lattice Lingo: Effect of Textual Detail on Multimodal Learning for Property Prediction of Crystals Lu, Thomas Christensen, and Marin Soljaˇci´c

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:21:20.872853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:21:20.725245Z digest=sha256:c8c0f563c7cf9e0434b37a1cd8bc06b05ccbfc5b420bd499a588d610171aa550

Observation 17dc5a28-e995-4b69-b5f3-b10953855d15 · outbound

This paper cites Matscibert: A materials domain language model for text mining and information extraction.

Lattice Lingo: Effect of Textual Detail on Multimodal Learning for Property Prediction of Crystals Matscibert: A materials domain language model for text mining and information extraction

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:21:20.858043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:21:20.729331Z digest=sha256:abb825eed7bc42b0c870fe111069b8ebb7d16dca4890f73e8d37657489e71483

Observation f878f864-1831-4ade-b016-787b6ec0e82f · outbound

This paper cites Robocrystallographer: automated crystal structure text descriptions and analysis.

Lattice Lingo: Effect of Textual Detail on Multimodal Learning for Property Prediction of Crystals Robocrystallographer: automated crystal structure text descriptions and analysis

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:21:20.844445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:21:20.733677Z digest=sha256:ff442a74526756bded86c716df594005968d16179726f38166ebc1b904b0be54

Observation b0f40fa1-7add-4b38-8bdd-4b1b7ac44509 · outbound

This paper cites Commentary: The materials project: A materials genome approach to accelerating materials innovation.

Lattice Lingo: Effect of Textual Detail on Multimodal Learning for Property Prediction of Crystals Commentary: The materials project: A materials genome approach to accelerating materials innovation

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:21:20.830858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:21:20.737827Z digest=sha256:9f66be9eb969dd485d2351a0c65d162a06778db472aa3cd0b4e76668ae39d149

Observation 14849d99-cf3a-4a46-8fee-13f93e2f6869 · outbound

This paper cites Mistral 7b,.

Lattice Lingo: Effect of Textual Detail on Multimodal Learning for Property Prediction of Crystals Mistral 7b,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:21:20.817759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:21:20.742183Z digest=sha256:9c4375b7d21575763f5c6694f298de9d0a3d13072da304e23bba82dc286d7221

Observation 1d6ab25e-f68e-49d6-94b3-27d1951e88f3 · outbound

This paper cites Llama: Open and efficient foundation language models, 2023.

Lattice Lingo: Effect of Textual Detail on Multimodal Learning for Property Prediction of Crystals Llama: Open and efficient foundation language models, 2023

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:21:20.804185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:21:20.747887Z digest=sha256:8eaaf790c1256031a46d8f7a55835a412ada78ca7945fb902a561333a849eb86

Observation b5faa026-8e2d-4896-92a6-7e69d14b283a · outbound

This paper cites Chemnlp: a natural language-processing-based library for materials chemistry text data.

Lattice Lingo: Effect of Textual Detail on Multimodal Learning for Property Prediction of Crystals Chemnlp: a natural language-processing-based library for materials chemistry text data

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:21:20.789896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:21:20.751956Z digest=sha256:f6be391f5f5e64c10521b6bdc3ee78ccf1d6a88bdce8c72620f6f90953cd3384

Pith citing papers

Observation eb7e0c65-def5-4a80-a9e2-87448d150e8f · inbound

CAST: Cross Attention based multimodal fusion of Structure and Text for materials property prediction cites this paper.

CAST: Cross Attention based multimodal fusion of Structure and Text for materials property prediction Lattice Lingo: Effect of Textual Detail on Multimodal Learning for Property Prediction of Crystals

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-09T01:02:38.668383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T01:02:38.454480Z digest=sha256:8686f8e1784b78853075365cabe1452e6e3ebfb54f35af63aa4b5d48bb39c115