Paper Citation Record · LEDGER

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering

As of 11 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 1 inbound Pith citation observation for arXiv:2604.11229.

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

pith.paper-citation-record.v1
2604.11229 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T16:07:18.732576Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T16:07:18.732576Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-11T09:16:04.636307Z

Reference resolution

26 of 26 outbound references displayed

verified exact13
verified fuzzy12
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ea574047-6f72-4051-b844-6b00cddce082 · outbound

This paper cites However, locating such information remains labor-intensive, as key procedural details are often buried in context-heavy documents.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering However, locating such information remains labor-intensive, as key procedural details are often buried in context-heavy documents

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T16:54:59.931073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 12d1e9ce-66f9-48cf-8882-3cbc500d9ec4 · outbound

This paper cites RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-05-11T09:16:04.638923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a303a3ef-307e-482b-9352-90b3673f7b53 · outbound

This paper cites Experimental Setup We evaluate RECIPER on a materials-science QA bench- mark built from 300+ research articles collected from public sources (e.g., arXiv and Semantic Scholar).

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering Experimental Setup We evaluate RECIPER on a materials-science QA bench- mark built from 300+ research articles collected from public sources (e.g., arXiv and Semantic Scholar)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T16:54:59.934522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1eb5612c-a9bb-4a57-aea5-cb95b43a32ba · outbound

This paper cites an unresolved cited work.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-17T16:54:59.937434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 520fb060-61a7-47cf-ac88-906d2a0c3229 · outbound

This paper cites Symbols indicate retrieval mode:♦RECIPER,• Paragraph-Dense RAG,⋆NoRAG.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering Symbols indicate retrieval mode:♦RECIPER,• Paragraph-Dense RAG,⋆NoRAG

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:16:04.648144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 45f94dee-6ed4-4db1-b62c-dc73acf0319d · outbound

This paper cites A Survey of AI for Materials Science: Foundation Models, LLM Agents, Datasets, and Tools.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering A Survey of AI for Materials Science: Foundation Models, LLM Agents, Datasets, and Tools

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:16:04.690204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e05deab0-2a5e-431a-aae3-21e33f892b92 · outbound

This paper cites MaScQA: A Question Answering Dataset for Investigating Materials Science Knowledge of Large Language Models.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering MaScQA: A Question Answering Dataset for Investigating Materials Science Knowledge of Large Language Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:16:04.699284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e504ce63-bfb1-464f-8500-e6f440b57b83 · outbound

This paper cites Generative retrieval-augmented on- tologic graph and multiagent strategies for interpretive large language model-based materials design.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering Generative retrieval-augmented on- tologic graph and multiagent strategies for interpretive large language model-based materials design

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T16:54:59.940847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5305a3b4-0c37-4e2b-9232-20ca97752db2 · outbound

This paper cites Agent- based learning of materials datasets from the scientific literature.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering Agent- based learning of materials datasets from the scientific literature

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T16:54:59.966633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 749c8962-9cec-4c4b-8fd0-c51d32b8f23b · outbound

This paper cites Nomad: A distributed web- based platform for managing materials science research data.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering Nomad: A distributed web- based platform for managing materials science research data

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T16:54:59.971437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5212a617-e581-46d8-a01e-7514f1804f03 · outbound

This paper cites G-RAG: Knowledge Expansion in Material Science.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering G-RAG: Knowledge Expansion in Material Science

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:16:04.684880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4340612e-b5fd-48e3-a08b-09ba338a0f54 · outbound

This paper cites 4, Now Publishers Inc.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering 4, Now Publishers Inc

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T16:54:59.943722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0e98a9d8-dab9-4c75-bd44-f252832d135a · outbound

This paper cites Minilm: Deep self-attention distillation for task-agnostic compression of pre-trained transformers.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering Minilm: Deep self-attention distillation for task-agnostic compression of pre-trained transformers

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T16:54:59.962693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e35e9b6c-6a28-4b31-a572-32db2162f11b · outbound

This paper cites Unsupervised Dense Information Retrieval with Contrastive Learning.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering Unsupervised Dense Information Retrieval with Contrastive Learning

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-12T13:21:17.719023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8187c893-6185-4d34-b7a8-a10df2018f75 · outbound

This paper cites C-pack: Packaged resources to advance general chinese embedding.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering C-pack: Packaged resources to advance general chinese embedding

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T16:54:59.958765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8ad87830-de53-4c34-9aac-53e5bb94c4d8 · outbound

This paper cites Text Embeddings by Weakly-Supervised Contrastive Pre-training.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering Text Embeddings by Weakly-Supervised Contrastive Pre-training

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-05-11T09:16:04.643717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 24e94372-a5ef-4d8b-bc7b-fef0a4ccda26 · outbound

This paper cites Retrieval-augmented generation for knowledge- intensive nlp tasks.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering Retrieval-augmented generation for knowledge- intensive nlp tasks

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T16:54:59.975813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 23cedbf7-27c5-462f-a3ff-70e0f5d059a0 · outbound

This paper cites Improving passage retrieval with zero- shot question generation.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering Improving passage retrieval with zero- shot question generation

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T16:54:59.954778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8ab7f65e-c76b-4044-bc09-f76a4bcb6b9f · outbound

This paper cites Ma- terials dual-source knowledge retrieval-augmented gen- eration for local large language models in photocata- lysts.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering Ma- terials dual-source knowledge retrieval-augmented gen- eration for local large language models in photocata- lysts

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T16:54:59.950725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7d14a21f-3ec8-4f35-97ce-bda31aa9fd89 · outbound

This paper cites RAG-Fusion: a New Take on Retrieval-Augmented Generation.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering RAG-Fusion: a New Take on Retrieval-Augmented Generation

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:16:04.668716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c8ad5125-a33c-4f0d-ada9-aada1ade3fc1 · outbound

This paper cites com, 2025, Accessed: 2025-01-10.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering com, 2025, Accessed: 2025-01-10

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T16:54:59.946766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 37769236-c19e-4063-ac93-49ac6ac77286 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-05-11T09:16:04.652728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1692d1e9-2420-42b4-b85c-9b098dfb443a · outbound

This paper cites The Llama 3 Herd of Models.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering The Llama 3 Herd of Models

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-05-11T09:16:04.660215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4f710ffa-48dd-4a3a-9390-4c3dc7b2bf48 · outbound

This paper cites Qwen2.5 Technical Report.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering Qwen2.5 Technical Report

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-05-11T09:16:04.673720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fc17b586-af77-434a-9892-50a1ada70fb5 · outbound

This paper cites Qwen3 Technical Report.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering Qwen3 Technical Report

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-05-11T09:16:04.678373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 403e2dc3-070f-4560-938b-029d492bfa02 · outbound

This paper cites Tiny model, big logic: Diversity- driven optimization elicits large-model reasoning ability in vibethinker-1.5 b.

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering Tiny model, big logic: Diversity- driven optimization elicits large-model reasoning ability in vibethinker-1.5 b

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:16:04.709127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

Observation 12d1e9ce-66f9-48cf-8882-3cbc500d9ec4 · inbound