Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:50:13.083021Z
Paper Citation Record · LEDGER
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes
As of 18 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 2 inbound Pith citation observations for arXiv:2505.17500.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T15:55:13.676576Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-11T17:01:08.448334Z
Reference resolution
74 of 74 outbound references displayed
- verified exact17
- verified fuzzy27
- unresolved30
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 8576929d-5dcb-4f56-8c1f-92afb1ff71c9 · outbound
This paper cites an unresolved cited work.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:50:28.331581Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e51d7930-500f-4c3d-82b2-43d74d071099 · outbound
This paper cites Through a series of iterative feedback cy- cles, managed within a collaborative environment built on Discovery Engine principles, the template was refined.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Through a series of iterative feedback cy- cles, managed within a collaborative environment built on Discovery Engine principles, the template was refined
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:28.178797Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c813b098-2650-43a2-bf30-49f93a174a6c · outbound
This paper cites AI agents then analyzed this CNM to identify overarching themes (using methods similar to those in Sec.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes AI agents then analyzed this CNM to identify overarching themes (using methods similar to those in Sec
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:28.057358Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2df055f3-1a0b-43c6-a84c-56f7616a17f0 · outbound
This paper cites an unresolved cited work.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:50:27.869569Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5f2b8e71-9141-425c-b29d-7a2d4bac817e · outbound
This paper cites Tyson and B.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Tyson and B
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:25.823132Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation eb5a5f14-c525-4add-8d46-d4bf55641ba9 · outbound
This paper cites an unresolved cited work.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:50:27.613418Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 21a21ed0-52fc-40f2-b138-81d9591f162a · outbound
This paper cites KG Interaction Design.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes KG Interaction Design
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:27.391922Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bae9a62d-f2c8-4fa9-8eaf-5fa552ee485e · outbound
This paper cites Knowledge Card.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Knowledge Card
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:27.124854Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5aee715b-0c37-49d0-a5b7-da18e30c1871 · outbound
This paper cites This mirrored the ‘process.md‘ workflow where AI provides initial drafts that humans then curate and enhance.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes This mirrored the ‘process.md‘ workflow where AI provides initial drafts that humans then curate and enhance
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:26.937659Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 79b0fcff-cf3c-4c0e-9c98-bd228641fceb · outbound
This paper cites World Model.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes World Model
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:26.791164Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ca30b492-4535-4da9-a81e-e634ed1da7fc · outbound
This paper cites an unresolved cited work.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:50:26.593470Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 234a3cba-0ea7-4645-932f-a69423368ec4 · outbound
This paper cites Baker, 1,500 scientists lift the lid on reproducibility, Nature533, 452 (2016).
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Baker, 1,500 scientists lift the lid on reproducibility, Nature533, 452 (2016)
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:26.443452Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 16eea903-7bf5-4043-af4a-2762b28f89f8 · outbound
This paper cites an unresolved cited work.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:50:26.258264Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b30238ce-f4ab-4ffd-baaf-ed6fa2a217d8 · outbound
This paper cites an unresolved cited work.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:50:26.080313Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 22408d69-3832-44ad-83f2-2eacfbbd2c50 · outbound
This paper cites Phillips, What is category theory to cognitive science? Compositional representation and comparison, Front.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Phillips, What is category theory to cognitive science? Compositional representation and comparison, Front
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:24.331412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3647bcaa-5ea8-4145-b5dc-75b4a36beb2a · outbound
This paper cites Mongillo and M.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Mongillo and M
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:25.618297Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation df0ab848-433e-4dfe-a7ef-62195fd79aed · outbound
This paper cites an unresolved cited work.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:50:25.395358Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8572f94b-ebcd-4575-8d54-2a422d1ce5fa · outbound
This paper cites Jacobsen, R.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Jacobsen, R
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:25.212481Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4cc71886-60a8-49eb-b359-18eea95457f3 · outbound
This paper cites Wooldridge, 1.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Wooldridge, 1
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:24.995643Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d18da328-c070-494b-a2c4-2bf211d9ec63 · outbound
This paper cites an unresolved cited work.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:50:24.789739Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 20ef7e74-f056-46cf-9776-2fd60272b3de · outbound
This paper cites an unresolved cited work.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:50:24.568150Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9ed72af4-af61-42ae-8a40-b21f7bbe09b3 · outbound
This paper cites Kriegeskorte, M.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Kriegeskorte, M
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:50:08.139820Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4744ecf-e26f-4dcc-9a27-b20219ed7388 · outbound
This paper cites Vector Symbolic Architectures as a Computing Framework for Emerging Hardware.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Vector Symbolic Architectures as a Computing Framework for Emerging Hardware
Reference 23
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T14:50:18.501761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c13a7020-ffc3-49f0-a2d7-20c8c7945871 · outbound
This paper cites Findability & Accessibility.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Findability & Accessibility
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:28.514623Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1588d5bb-97ae-4381-9726-b5f32f4cf083 · outbound
This paper cites A Computational Theory for Life-Long Learning of Semantics.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes A Computational Theory for Life-Long Learning of Semantics
Reference 25
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T14:50:18.146621Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f9480e7d-a99b-44fa-a858-816b9bbaac10 · outbound
This paper cites A Categorical Framework of General Intelligence.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes A Categorical Framework of General Intelligence
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:50:08.557018Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4afeaf1-5a40-4b8d-a5d9-1e2f716ffefa · outbound
This paper cites Token Space: A Category Theory Framework for AI Computations.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Token Space: A Category Theory Framework for AI Computations
Reference 27
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T14:50:17.841769Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ecf5a669-3866-4d03-94c8-d1669dc46168 · outbound
This paper cites an unresolved cited work.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:50:24.121160Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 20214f72-e68e-4767-88d9-a3077d06a5de · outbound
This paper cites an unresolved cited work.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:50:23.874875Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b46d7193-2a21-48b0-97c8-b845ba1c72cf · outbound
This paper cites Hypothesis testing using pairwise distances and associated kernels (with Appendix).
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Hypothesis testing using pairwise distances and associated kernels (with Appendix)
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:50:08.820692Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c60dafd-d999-4224-9761-fad33ff7ef72 · outbound
This paper cites Agentic Deep Graph Reasoning Yields Self-Organizing Knowledge Networks.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Agentic Deep Graph Reasoning Yields Self-Organizing Knowledge Networks
Reference 31
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T14:50:17.457205Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a587122c-0439-4999-a55e-72515b645745 · outbound
This paper cites O’Brien, J.
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:23.654942Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 685a285b-0dc9-4bb8-956b-0d65ca97221f · outbound
This paper cites Lloyd, Ultimate physical limits to computation, Nature406, 1047 (2000), publisher: Nature Publishing Group.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Lloyd, Ultimate physical limits to computation, Nature406, 1047 (2000), publisher: Nature Publishing Group
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:23.535335Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f647d383-38f2-4a6a-8909-01bfe7805c79 · outbound
This paper cites an unresolved cited work.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:50:23.421999Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b9b83ac8-3105-470b-972b-9b52c77ef51b · outbound
This paper cites an unresolved cited work.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:50:23.282053Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2066d99d-fb1f-4af5-936b-6c254ccee24d · outbound
This paper cites Graph-Aware Isomorphic Attention for Adaptive Dynamics in Transformers.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Graph-Aware Isomorphic Attention for Adaptive Dynamics in Transformers
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:50:09.166268Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f998fff0-3bf3-44ed-9bb0-c0e44451d43d · outbound
This paper cites Self-Organizing Graph Reasoning Evolves into a Critical State for Continuous Discovery Through Structural-Semantic Dynamics.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Self-Organizing Graph Reasoning Evolves into a Critical State for Continuous Discovery Through Structural-Semantic Dynamics
Reference 37
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T14:50:17.091609Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5d243310-263e-4a87-92dd-318bb78208a2 · outbound
This paper cites Margolis and S.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Margolis and S
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:23.122487Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 864885ce-41c1-4aa9-99cd-3b0f23d9694e · outbound
This paper cites an unresolved cited work.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:50:22.929400Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 35b567c3-74db-46c8-b0d5-2f09ce5e5832 · outbound
This paper cites an unresolved cited work.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:50:22.769471Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1bde9106-4b61-41fc-bba5-9bfaa4033404 · outbound
This paper cites Rogers, O.
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:22.647922Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1e6d1215-2a26-452d-b4f2-8e6116269b78 · outbound
This paper cites Novikov, N.
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:22.460517Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3868a0c9-bb67-4dad-a295-34449239791e · outbound
This paper cites an unresolved cited work.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:50:22.289989Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 521fe0c9-91d3-408e-9902-675a642407c8 · outbound
This paper cites an unresolved cited work.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:50:22.098205Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 32b4025c-563d-48b7-91f1-8d09efb39323 · outbound
This paper cites Balazevic, C.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Balazevic, C
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:21.850182Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ff98399d-c6c8-41bd-9d08-592d0f5e632e · outbound
This paper cites an unresolved cited work.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:50:21.625977Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 58dbe0e3-7bfd-463c-8013-37e9d5898f45 · outbound
This paper cites Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:50:09.809590Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88787b83-0fab-4d88-8d3e-b1e757834541 · outbound
This paper cites an unresolved cited work.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:50:21.404567Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 42c5a2b4-3ece-4df0-9d0f-17ba5271e01b · outbound
This paper cites Grootendorst, BERTopic: Neural topic modeling with a class-based TF-IDF procedure (2022).
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Grootendorst, BERTopic: Neural topic modeling with a class-based TF-IDF procedure (2022)
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:21.174600Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 61afba42-5db7-4f65-9cd4-a964f4a75701 · outbound
This paper cites Koupil and I.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Koupil and I
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:20.910366Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5c86886c-dec4-41ee-ac24-5be39e056a96 · outbound
This paper cites an unresolved cited work.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:50:20.670628Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 70c0dd78-5cc2-4920-861e-bbcf2156f06e · outbound
This paper cites Besta, F.
Reference 52
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4bf686d4-e003-46ca-a95f-c023021945bc · outbound
This paper cites Sequeda, D.
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:20.439251Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d840b3fe-3215-4da3-b215-787db78ce024 · outbound
This paper cites The two-way knowledge interaction interface between humans and neural networks.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes The two-way knowledge interaction interface between humans and neural networks
Reference 54
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T14:50:16.739590Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4975b890-d74c-48fc-87b9-d3c08ff0afdd · outbound
This paper cites Expanding Knowledge Graphs with Humans in the Loop.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Expanding Knowledge Graphs with Humans in the Loop
Reference 55
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T14:50:16.408281Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ea43457e-71f4-41f2-b127-e0802b198347 · outbound
This paper cites Howson and P.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Howson and P
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:20.200894Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0b1963b5-65e3-4348-ac14-e0d603a43bf4 · outbound
This paper cites Bechtel and L.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Bechtel and L
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:19.923676Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 05649dee-0647-4f0e-9dce-de263f8119fc · outbound
This paper cites an unresolved cited work.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Unresolved cited work
Reference 58
- Resolution
- verified exact
- doi, observed 2026-08-07T14:50:13.378963Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ac0cc9b9-1336-41c1-b211-8ed322db26e5 · outbound
This paper cites Lumiruusu, D.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Lumiruusu, D
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:19.689897Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fe91fc79-00bb-48fd-b2f0-9d27b44ef6f2 · outbound
This paper cites Knowledge Graphs in Practice: Characterizing their Users, Challenges, and Visualization Opportunities.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Knowledge Graphs in Practice: Characterizing their Users, Challenges, and Visualization Opportunities
Reference 60
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T14:50:16.098034Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a796f4e0-6ea3-4659-9e20-98c1e52575c4 · outbound
This paper cites Hierarchical Knowledge Graphs: A Novel Information Representation for Exploratory Search Tasks.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Hierarchical Knowledge Graphs: A Novel Information Representation for Exploratory Search Tasks
Reference 61
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T14:50:15.884250Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4a579ac5-b7df-44ff-956c-955134a0b28e · outbound
This paper cites Patterns for Representing Knowledge Graphs to Communicate Situational Knowledge of Service Robots.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Patterns for Representing Knowledge Graphs to Communicate Situational Knowledge of Service Robots
Reference 62
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T14:50:15.618715Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3c513899-6083-44c3-815d-dcfd33cc1655 · outbound
This paper cites To Classify is to Interpret: Building Taxonomies from Heterogeneous Data through Human-AI Collaboration.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes To Classify is to Interpret: Building Taxonomies from Heterogeneous Data through Human-AI Collaboration
Reference 63
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T14:50:15.322418Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fff46b52-86eb-49f7-a8e1-4595cefbbe29 · outbound
This paper cites Knowledge Acquisition and Integration with Expert-in-the-loop.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Knowledge Acquisition and Integration with Expert-in-the-loop
Reference 64
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T14:50:15.057704Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5d336301-920f-4050-8a1c-ee236959d1d1 · outbound
This paper cites an unresolved cited work.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:50:19.358104Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2ca49388-7e9e-4579-b56a-c9e58c3451e3 · outbound
This paper cites Sejdinovic, B.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Sejdinovic, B
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:19.022470Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4bc963c8-e6ba-4d01-91b5-15408496ac15 · outbound
This paper cites Categories of Semantic Concepts.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Categories of Semantic Concepts
Reference 67
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T14:50:14.761586Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8c944d38-2d03-414c-b194-8880264cd375 · outbound
This paper cites A Category Theoretical Investigation of the Type Hierarchy for Heterogeneous Sensor Integration.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes A Category Theoretical Investigation of the Type Hierarchy for Heterogeneous Sensor Integration
Reference 68
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T14:50:14.429475Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b3c65572-de34-4660-8249-57a7bccc7e58 · outbound
This paper cites A Theoretical Approach for Structuring and Analysing Knowledge Provenance for Visual Analytics.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes A Theoretical Approach for Structuring and Analysing Knowledge Provenance for Visual Analytics
Reference 69
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T14:50:13.981901Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2f3d2ac5-7ab0-41cc-b77e-03494aa69d13 · outbound
This paper cites Ciaunica, M.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Ciaunica, M
Reference 70
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:50:12.542726Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c46619b-dd93-4674-ad44-867833b9887c · outbound
This paper cites AGENTiGraph: An Interactive Knowledge Graph Platform for LLM-based Chatbots Utilizing Private Data.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes AGENTiGraph: An Interactive Knowledge Graph Platform for LLM-based Chatbots Utilizing Private Data
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:50:12.657572Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3a5c254-7fc3-41da-a1e8-8f0390b3b082 · outbound
This paper cites A Preliminary Roadmap for LLMs as Assistants in Exploring, Analyzing, and Visualizing Knowledge Graphs.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes A Preliminary Roadmap for LLMs as Assistants in Exploring, Analyzing, and Visualizing Knowledge Graphs
Reference 72
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:50:12.776619Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79548f70-fa55-475c-bb27-cfd8faca91aa · outbound
This paper cites Sarrafzadeh, A.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Sarrafzadeh, A
Reference 73
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:50:18.779988Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c568128f-057c-465e-9c00-6f30f6a7499e · outbound
This paper cites An Ecosystem for Personal Knowledge Graphs: A Survey and Research Roadmap.
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes An Ecosystem for Personal Knowledge Graphs: A Survey and Research Roadmap
Reference 74
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T14:50:13.662333Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Pith citing papers
Observation e819141e-47ef-4da3-82b2-9eacec90418f · inbound
Is the `Agent' Paradigm a Limiting Framework for Next-Generation Intelligent Systems? cites this paper.
Is the `Agent' Paradigm a Limiting Framework for Next-Generation Intelligent Systems? The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:55:13.676576Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 018902f2-5417-47e3-b633-53b1e8b2206f · inbound
SciResearcher: Scaling Deep Research Agents for Frontier Scientific Reasoning cites this paper.
SciResearcher: Scaling Deep Research Agents for Frontier Scientific Reasoning The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T17:01:08.453893Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.