Paper Citation Record · LEDGER

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need

As of 20 August 2026, this Paper Citation Record lists 100 of 139 outbound references and 4 inbound Pith citation observations for arXiv:2507.13966.

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

pith.paper-citation-record.v1
2507.13966 v2

Coverage vector

measured 100 of 139 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:17:43.642357Z

measured 104 of 104 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T08:12:26.224850Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T11:44:38.709551Z

Reference resolution

100 of 139 outbound references displayed

verified exact5
verified fuzzy0
unresolved95
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 60d472aa-c3dc-4899-acc5-050d67be4016 · outbound

This paper cites Hello GPT-4o, 2024.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Hello GPT-4o, 2024

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.109731Z

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Observation d403c4e9-a76a-4dd9-b0ee-68b8d1e23683 · outbound

This paper cites Introducing Claude 4.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Introducing Claude 4

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.115480Z

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Observation 809e6fba-0c79-4f0c-9e99-80245f912e23 · outbound

This paper cites OLMo: Accelerating the Science of Language Models.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need OLMo: Accelerating the Science of Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.119830Z

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Observation 808549ba-dfb2-4c57-aac4-7f9471bc168e · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.124808Z

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Observation e5ec3b71-a1f7-42f3-a718-91890590ab27 · outbound

This paper cites DeepSeek-V3 Technical Report.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need DeepSeek-V3 Technical Report

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.129545Z

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Observation 20bc372d-02b8-4725-8feb-141c347c4b43 · outbound

This paper cites Mixtral of Experts.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Mixtral of Experts

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.134553Z

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Observation 0ebcfec5-f278-4feb-9cb6-77d4b58b0949 · outbound

This paper cites Qwen3 Technical Report.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Qwen3 Technical Report

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.140474Z

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Observation c8282d0a-962c-49b8-a87b-88940c1475cb · outbound

This paper cites The Llama 4 Herd: The Beginning of a New Era of Natively Multi- modal AI Innovation.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need The Llama 4 Herd: The Beginning of a New Era of Natively Multi- modal AI Innovation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.145004Z

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Observation c9d94212-fec4-45a5-9ea7-31473a23b886 · outbound

This paper cites Cognitive Architectures for Language Agents.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Cognitive Architectures for Language Agents

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.149300Z

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Observation a0df34d6-4587-4907-b614-5e08d250a5d7 · outbound

This paper cites Generative Agents: Interactive Simulacra of Human Behavior.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Generative Agents: Interactive Simulacra of Human Behavior

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.154030Z

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Observation 415478e9-2321-4baa-a582-e8ca2803a7f2 · outbound

This paper cites Claude Code: Deep Coding at Terminal Velocity.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Claude Code: Deep Coding at Terminal Velocity

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.158251Z

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Observation 26449896-30ac-4f6d-b1c4-d719654f49fe · outbound

This paper cites Introducing Codex.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Introducing Codex

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.166662Z

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Observation d47af7bd-fd49-40df-8484-9d8caad2cf0f · outbound

This paper cites Introducing Deep Research.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Introducing Deep Research

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.171331Z

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Observation 3153c95b-6670-49cd-9af3-7e2d1970aa49 · outbound

This paper cites Gemini Deep Research: Your Personal Research Assistant.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Gemini Deep Research: Your Personal Research Assistant

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.175755Z

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Observation c583414d-7e4e-485c-b7d6-2dba7ccb1fa4 · outbound

This paper cites Superintelligence: Paths, Dangers, Strategies.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Superintelligence: Paths, Dangers, Strategies

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.179985Z

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Observation 2fd19fc2-204b-4eb9-909e-f3e47ac33181 · outbound

This paper cites Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.184115Z

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Observation babab834-58b4-476e-a5c7-c7bdf4b62d22 · outbound

This paper cites Highly Accurate Protein Structure Prediction with AlphaFold.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Highly Accurate Protein Structure Prediction with AlphaFold

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.188752Z

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Observation 31131d3b-3f4f-49bc-8b67-b68167a27f0b · outbound

This paper cites Mankowitz, Andrea Michi, Anton Zhernov, Marco Gelmi, and Marco Selvi.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Mankowitz, Andrea Michi, Anton Zhernov, Marco Gelmi, and Marco Selvi

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.192950Z

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Observation c0a33c4a-f954-4a7f-865e-4109fa6388c2 · outbound

This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.197204Z

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Observation 2ea608df-9db2-47af-8f90-d5fbeec6b6c5 · outbound

This paper cites AlphaGenome: AI for Better Understanding the Genome.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need AlphaGenome: AI for Better Understanding the Genome

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.201889Z

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Observation 485b7507-d5e3-4326-8656-c418b228021f · outbound

This paper cites Towards an AI co-scientist.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Towards an AI co-scientist

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.206167Z

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Observation bdcb45fd-bc5c-45ae-a24a-55ac54f30237 · outbound

This paper cites Schoenholz, Muratahan Aykol, Gowoon Cheon, Ekin Dogus Cubuk, et al.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Schoenholz, Muratahan Aykol, Gowoon Cheon, Ekin Dogus Cubuk, et al

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.210528Z

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Observation 6e104c32-a3b9-493f-b787-a448d94ffe8b · outbound

This paper cites Durrant, Jerome Ku, Michael Poli, Greg Brockman, Daniel Chang, Gabriel A.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Durrant, Jerome Ku, Michael Poli, Greg Brockman, Daniel Chang, Gabriel A

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.214690Z

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Observation e3b53a28-8a51-4527-8d8a-4b1d4f0a2899 · outbound

This paper cites Training Compute-Optimal Large Language Models.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Training Compute-Optimal Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.219061Z

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Observation f1ed2cbd-efab-47de-ac7f-bd0b41004c8d · outbound

This paper cites Language Models are Few-Shot Learners.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Language Models are Few-Shot Learners

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.223817Z

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Observation db84f609-2054-4dec-a4bb-3666526985ef · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.229985Z

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Observation 9f94c12d-c8fe-48d6-bdac-2c5f449b04d8 · outbound

This paper cites Interpretable Contrastive Monte Carlo Tree Search Reasoning.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.235276Z

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Observation f4e283be-a2a4-40e1-8c43-d53f0e9a5fe3 · outbound

This paper cites s1: Simple test-time scaling.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need s1: Simple test-time scaling

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.240552Z

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Observation b9d01210-f6a6-4a0c-a78c-cb1e72ffc579 · outbound

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

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.244847Z

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Observation 148fdb15-5dae-4095-b7df-3c3f37b10270 · outbound

This paper cites Tulu 3: Pushing Frontiers in Open Language Model Post-Training.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Tulu 3: Pushing Frontiers in Open Language Model Post-Training

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.249260Z

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Observation 38261320-6911-447b-bfb9-12bb303ef166 · outbound

This paper cites Emergent Abilities of Large Language Models.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Emergent Abilities of Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.253676Z

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Observation f2f400b3-2837-4189-a5ce-668effef067e · outbound

This paper cites Are Emergent Abilities of Large Language Models a Mirage?.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Are Emergent Abilities of Large Language Models a Mirage?

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.258568Z

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Observation d704166e-0686-4521-88d8-4c0cbb6345ed · outbound

This paper cites Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.263158Z

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Observation 5c67e761-1f4e-45f8-b811-9a54c4d75257 · outbound

This paper cites What Can Transformers Learn In-Context? A Case Study of Simple Function Classes.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need What Can Transformers Learn In-Context? A Case Study of Simple Function Classes

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.267606Z

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Observation 408d8166-faee-46de-9b6c-9ba257f56abc · outbound

This paper cites Lost in the Middle: How Language Models Use Long Contexts.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Lost in the Middle: How Language Models Use Long Contexts

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.272105Z

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Observation 9ae33452-3424-450d-828d-01aac9f462c2 · outbound

This paper cites Safety Alignment Should Be Made More Than Just a Few Tokens Deep.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Safety Alignment Should Be Made More Than Just a Few Tokens Deep

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.276241Z

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Observation 395a9f8a-5c1d-461c-a515-b08ccc6347c7 · outbound

This paper cites ARC-AGI-2: A New Challenge for Frontier AI Reasoning Systems.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need ARC-AGI-2: A New Challenge for Frontier AI Reasoning Systems

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.281266Z

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Observation 1e71a387-e5f3-4a1b-9bda-b9fa0820e19f · outbound

This paper cites The Origin of Concepts.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need The Origin of Concepts

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.286169Z

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Observation b12c641f-dab6-404f-bd38-410470133a5b · outbound

This paper cites Tenenbaum, Charles Kemp, Thomas L.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Tenenbaum, Charles Kemp, Thomas L

Reference 39

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Observation 4beee7a9-c611-4da5-93a3-b396c365b688 · outbound

This paper cites Building Machines That Learn and Think Like People.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Building Machines That Learn and Think Like People

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.294931Z

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Observation d71f4d38-7c3f-44e2-b577-5dd941210ddd · outbound

This paper cites DreamCoder: Growing generalizable, interpretable knowledge with wake-sleep Bayesian program learning.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need DreamCoder: Growing generalizable, interpretable knowledge with wake-sleep Bayesian program learning

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.299186Z

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Observation 45c4f16b-acea-480d-8954-a8eeeac1f478 · outbound

This paper cites Efficient Probabilistic Logic Reasoning with Graph Neural Networks.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Efficient Probabilistic Logic Reasoning with Graph Neural Networks

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.303604Z

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Observation 09ed9df4-25b4-44d6-8a10-d2e5a879fc62 · outbound

This paper cites an unresolved cited work.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.308708Z

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Observation 84433131-c46c-4bed-b78f-7d94c8f8ec5d · outbound

This paper cites The Unified Medical Language System (UMLS): Integrating Biomedical Terminology.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need The Unified Medical Language System (UMLS): Integrating Biomedical Terminology

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.313354Z

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Observation d23739ce-038a-4656-9cd4-0fd5ff0a631a · outbound

This paper cites QA- GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need QA- GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.317693Z

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Observation fff02550-bb61-4c57-b70d-7dbf20c6d6b8 · outbound

This paper cites International Statistical Classification of Diseases and Related Health Problems 10th Revision (ICD-10).

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need International Statistical Classification of Diseases and Related Health Problems 10th Revision (ICD-10)

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.321581Z

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Observation 7d6cd609-4905-4922-9b4f-1b1984c8a825 · outbound

This paper cites DBpedia: A Nucleus for a Web of Open Data.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need DBpedia: A Nucleus for a Web of Open Data

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.325722Z

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Observation b6766bfb-da7d-449a-b7e9-c141f5c2df7d · outbound

This paper cites Introducing the Knowledge Graph: Things, Not Strings, 2012.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Introducing the Knowledge Graph: Things, Not Strings, 2012

Reference 48

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Observation d0d0ab8f-e0c3-4240-97d0-cef49ad9a8e4 · outbound

This paper cites Rindflesch.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Rindflesch

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.335016Z

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Observation 19b5e468-9cb6-463f-8ac6-087888dd228f · outbound

This paper cites Chen, Dexter Hadley, Ari Green, Pouya Khankhanian, and Sergio E.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Chen, Dexter Hadley, Ari Green, Pouya Khankhanian, and Sergio E

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.339430Z

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Observation aec51c7b-ed93-4b0e-9484-84dee9bc75ed · outbound

This paper cites Wishart, Yannick D.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Wishart, Yannick D

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.343633Z

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Observation 1873ade7-14df-49d5-a9ed-c39eaea0a696 · outbound

This paper cites Gemini 2.5 Flash Model Card, 2025.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Gemini 2.5 Flash Model Card, 2025

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.347792Z

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Observation 500bb040-fbbc-4bd1-937f-8cd5dd6757cb · outbound

This paper cites Gemini 2.5 Pro Model Card, 2025.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Gemini 2.5 Pro Model Card, 2025

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.351772Z

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Observation 7ad62d70-b03f-4d7b-89a5-50c226e44fa0 · outbound

This paper cites Qwen2.5 Technical Report.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Qwen2.5 Technical Report

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.356083Z

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Observation c3718a83-834d-44d3-be75-3cfec893ce5e · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.360823Z

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Observation c8b59435-69c5-4532-9562-c9146a5ddc93 · outbound

This paper cites QwQ-32B: Embracing the Power of Reinforcement Learning, 2025.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need QwQ-32B: Embracing the Power of Reinforcement Learning, 2025

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.366424Z

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Observation aeb61969-929a-483a-b560-3e299319fba8 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need LoRA: Low-Rank Adaptation of Large Language Models

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.371924Z

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Observation d721f6a4-8019-4d12-b8a6-95b7d127bc0b · outbound

This paper cites Introducing OpenAI o3 and o4-mini, 2025.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Introducing OpenAI o3 and o4-mini, 2025

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.377278Z

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Observation 8a9ff7ce-8817-4559-9336-bfc99f0217d6 · outbound

This paper cites Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.381626Z

Source-reported events for the cited work

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Observation c8c17416-676c-41d2-846a-89d271c87fd2 · outbound

This paper cites MedGemma Model Card | Health AI Developer Foundations | Google for Develop- ers, 2025.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need MedGemma Model Card | Health AI Developer Foundations | Google for Develop- ers, 2025

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.385776Z

Source-reported events for the cited work

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Observation 3f31cad2-27da-40e9-8a3e-eb1c4c33b86d · outbound

This paper cites Sky-T1: Fully Open-Source Reasoning Model with o1-Preview Performance in $450 Budget, 2025.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Sky-T1: Fully Open-Source Reasoning Model with o1-Preview Performance in $450 Budget, 2025

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.406231Z

Source-reported events for the cited work

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Observation 1eed84cd-cc25-4f3a-b7d8-f5344a188aec · outbound

This paper cites What Disease Does This Patient Have? A Large-Scale Open Domain Question Answering Dataset from Medical Exams.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need What Disease Does This Patient Have? A Large-Scale Open Domain Question Answering Dataset from Medical Exams

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.434923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9be80d0b-07f9-428f-afda-ebbcfaf17f20 · outbound

This paper cites MedMCQA : A Large- Scale Multi-Subject Multi-Choice Dataset for Medical Domain Question Answering.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need MedMCQA : A Large- Scale Multi-Subject Multi-Choice Dataset for Medical Domain Question Answering

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.469741Z

Source-reported events for the cited work

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Observation 24d78a28-d69b-408f-8518-d3595e1bda89 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Measuring Massive Multitask Language Understanding

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.507060Z

Source-reported events for the cited work

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Observation b767ae7e-583b-4e66-b5ae-998bad6028fd · outbound

This paper cites PubMedQA: A Dataset for Biomedical Research Question Answering.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need PubMedQA: A Dataset for Biomedical Research Question Answering

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.562803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 343f7b8a-0f47-48cc-a7ea-b84176a34a89 · outbound

This paper cites Benchmarking Reasoning Robustness in Large Language Models.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Benchmarking Reasoning Robustness in Large Language Models

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.606874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52359923-fd43-4128-89fa-214101c18d15 · outbound

This paper cites Longwell, Ian Hirsch, Fernando Binder, Galileo Arturo Gonzalez Conchas, Daniel Mau, Raymond Jang, Rahul G.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Longwell, Ian Hirsch, Fernando Binder, Galileo Arturo Gonzalez Conchas, Daniel Mau, Raymond Jang, Rahul G

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.643731Z

Source-reported events for the cited work

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Observation 9e7c3a91-35c0-40e9-9667-51653ded1053 · outbound

This paper cites KGARevion: An AI Agent for Knowledge-Intensive Biomedical QA.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need KGARevion: An AI Agent for Knowledge-Intensive Biomedical QA

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.677094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dc3352f-e32b-4289-858a-59cd452805ea · outbound

This paper cites Patterson, Matthew M.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Patterson, Matthew M

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.704248Z

Source-reported events for the cited work

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Observation 02caa930-2285-4eac-8964-787825440861 · outbound

This paper cites Selective UMLS Knowledge Infusion for Biomedical Question Answering.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Selective UMLS Knowledge Infusion for Biomedical Question Answering

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.719952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5bb2b06-3166-4d75-a326-6604a6cdc631 · outbound

This paper cites AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.738528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 228ad727-2f72-431d-96d2-40bab0998b8b · outbound

This paper cites an unresolved cited work.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.757045Z

Source-reported events for the cited work

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Observation 36bfa780-3432-4390-9327-f68e0b90dc6c · outbound

This paper cites Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.778397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f2baecf-3189-416a-9115-1e325b68306c · outbound

This paper cites Dual Reasoning: A GNN-LLM Collaborative Framework for Knowledge Graph Question Answering.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Dual Reasoning: A GNN-LLM Collaborative Framework for Knowledge Graph Question Answering

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.809430Z

Source-reported events for the cited work

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Observation 708f1ac3-6c99-46d6-9018-abe614a41a75 · outbound

This paper cites A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.831748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf7f3de5-ac27-4bb0-a0bd-b3b42044c673 · outbound

This paper cites AlpaCare:Instruction-tuned Large Language Models for Medical Application.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need AlpaCare:Instruction-tuned Large Language Models for Medical Application

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.850697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 299eb3df-ab52-49bd-a9a1-3ea9fa47d946 · outbound

This paper cites Smith, Daniel Khashabi, and Hannaneh Hajishirzi.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Smith, Daniel Khashabi, and Hannaneh Hajishirzi

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.870206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46f1b054-8a83-4ed3-8268-10b2be3eec20 · outbound

This paper cites HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.893051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b228041-e6d1-427d-b1d8-d72a55a8fa39 · outbound

This paper cites How to Design, Create, and Evaluate an Instruction-Tuning Dataset for Large Language Model Training in Health Care: Tutorial From a Clinical Perspective.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need How to Design, Create, and Evaluate an Instruction-Tuning Dataset for Large Language Model Training in Health Care: Tutorial From a Clinical Perspective

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:41.914979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e25d72ea-265a-459f-8fe5-9051306f7b12 · outbound

This paper cites KG-QAGen: A Knowledge-Graph-Based Framework for Systematic Question Generation and Long-Context LLM Evaluation.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need KG-QAGen: A Knowledge-Graph-Based Framework for Systematic Question Generation and Long-Context LLM Evaluation

Reference 80

Resolution: verified exact; raw_fallback, observed 2026-08-06T16:17:47.974899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bf9c440b-7e07-4b3c-995d-b7e0a1ff0927 · outbound

This paper cites Curriculum Learning.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Curriculum Learning

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:42.121978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e70fc8f1-fab8-4294-9dc4-b14052d41adb · outbound

This paper cites Curriculum Learning: A Survey.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Curriculum Learning: A Survey

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:42.222975Z

Source-reported events for the cited work

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Observation 0459df19-0e4d-437f-86df-340dcaaba760 · outbound

This paper cites Curriculum Learning: Theories, Approaches, Applications, Tools, and Future Directions in the Era of Large Language Models.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Curriculum Learning: Theories, Approaches, Applications, Tools, and Future Directions in the Era of Large Language Models

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:42.315041Z

Source-reported events for the cited work

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Observation c5c5172d-f4f9-4cba-a63c-fc89d155ca83 · outbound

This paper cites Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning

Reference 84

Resolution: verified exact; raw_fallback, observed 2026-08-06T16:17:47.807107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1ddbd2ae-5d37-4e4a-a103-e4a1357e8290 · outbound

This paper cites Let's Be Self-generated via Step by Step: A Curriculum Learning Approach to Automated Reasoning with Large Language Models.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Let's Be Self-generated via Step by Step: A Curriculum Learning Approach to Automated Reasoning with Large Language Models

Reference 85

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:17:47.634448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 33da6239-f19a-4d70-8677-09c1f26c3769 · outbound

This paper cites LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:42.606542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd6feb12-bbba-4bef-a5bc-813227719212 · outbound

This paper cites Can an Easy-to-Hard Curriculum Make Reasoning Emerge in Small Language Models? Evidence from a Four-Stage Curriculum on GPT-2.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Can an Easy-to-Hard Curriculum Make Reasoning Emerge in Small Language Models? Evidence from a Four-Stage Curriculum on GPT-2

Reference 87

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:17:47.485766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ab651607-4378-40ee-8418-bb4a3a0ca1e7 · outbound

This paper cites Curriculum Learning for Small Code Language Models.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Curriculum Learning for Small Code Language Models

Reference 88

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:17:47.330820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 14ea29d2-ebf9-4a93-86ae-c63c3f001253 · outbound

This paper cites Goedel-Prover: A Frontier Model for Open-Source Automated Theorem Proving.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Goedel-Prover: A Frontier Model for Open-Source Automated Theorem Proving

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:42.830614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 972495fc-162d-4ff2-bd0a-9276c88e20b7 · outbound

This paper cites Trinh, Miroslav Olšák, Xiaomeng Yang, Hoang Nguyen, Marcelo Menegali, Junehyuk Jung, Vikas Verma, Quoc V.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Trinh, Miroslav Olšák, Xiaomeng Yang, Hoang Nguyen, Marcelo Menegali, Junehyuk Jung, Vikas Verma, Quoc V

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:42.911898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 061e31b1-ba24-4b77-b94f-eef42f8dd929 · outbound

This paper cites Toward Scientific Reasoning in LLMs: Training from Expert Discussions via Reinforcement Learning.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Toward Scientific Reasoning in LLMs: Training from Expert Discussions via Reinforcement Learning

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:42.986386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5468e308-bcc6-4515-8258-05aa1c0a1120 · outbound

This paper cites Will we run out of data? Limits of LLM scaling based on human-generated data.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Will we run out of data? Limits of LLM scaling based on human-generated data

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:43.060987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebc7bbf3-6f09-4ace-824a-c6df0e0ef52d · outbound

This paper cites Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:43.153925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92dd4ef0-d2f0-4a50-83bd-109d3573a848 · outbound

This paper cites Generative AI’s Crippling and Widespread Inability to Reason.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Generative AI’s Crippling and Widespread Inability to Reason

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:43.248344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92f0a813-e742-4fc0-84a0-ff51079b2408 · outbound

This paper cites AI 2027: We Predict That the Impact of Superhuman AI Over the Next Decade Will Be Enormous, Exceeding That of the Industrial Revolution, Apr.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need AI 2027: We Predict That the Impact of Superhuman AI Over the Next Decade Will Be Enormous, Exceeding That of the Industrial Revolution, Apr

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:43.307011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2ff502a-eb07-4959-9884-d8fa069662c4 · outbound

This paper cites Society of Mind.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Society of Mind

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:43.391064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eeafb1a5-1a35-4bb6-99c3-e9c2a02ae370 · outbound

This paper cites Let's Verify Step by Step.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Let's Verify Step by Step

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:43.441507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 831304a9-a95a-4fbc-8061-dfcca0b6d0b9 · outbound

This paper cites The Path to Medical Superintelligence, 2025.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need The Path to Medical Superintelligence, 2025

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:43.539719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb99996f-53b8-4e63-bf2f-5e40351d8160 · outbound

This paper cites Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:43.569732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2eb8c480-3c2e-4282-95f4-f0264d0d0e14 · outbound

This paper cites Capabilities of GPT-4 on Medical Challenge Problems.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Capabilities of GPT-4 on Medical Challenge Problems

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-06T16:17:43.642357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 6575998c-2f04-4d6b-a8dd-d6f20a80d4e6 · inbound

Structured In-context Environment Scaling for Large Language Model Reasoning cites this paper.

Structured In-context Environment Scaling for Large Language Model Reasoning Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-18T12:26:22.362624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 59bca160-7a46-462a-9f98-2407c32d5783 · inbound

A Vision Toward Energy-Efficient Domain-Specific Artificial Intelligence Models and Agents cites this paper.

A Vision Toward Energy-Efficient Domain-Specific Artificial Intelligence Models and Agents Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need

Reference 163

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:26.224850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65141491-16ff-4eda-b575-b2b53e037d81 · inbound

MedXIAOHE: A Comprehensive Recipe for Building Medical MLLMs cites this paper.

MedXIAOHE: A Comprehensive Recipe for Building Medical MLLMs Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-15T22:56:50.394080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fda6aa4e-2ee3-41c2-bcb4-5631cc64913c · inbound

Knowledge Graph-Driven Expert-Level Reasoning for Neuroscience cites this paper.

Knowledge Graph-Driven Expert-Level Reasoning for Neuroscience Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-06-30T11:44:38.711131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.