Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T17:34:31.540715Z
Paper Citation Record · LEDGER
DeepResearch$^{\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology
As of 20 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2507.10522.
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 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
18 of 18 outbound references displayed
- verified exact4
- verified fuzzy3
- unresolved11
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 074470e9-0283-4012-993a-0f6a553193ff · outbound
This paper cites Language agents achieve superhuman synthesis of scientific knowledge.
DeepResearch$^{\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology Language agents achieve superhuman synthesis of scientific knowledge
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:34:29.482205Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a97d08d-bd8a-48ef-82d8-9ec9b19eaa24 · outbound
This paper cites an unresolved cited work.
DeepResearch$^{\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:34:33.524404Z
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 f440504a-5a5a-472c-94bb-27ee3c1816cb · outbound
This paper cites Lewis, E.
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:34:29.789510Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d28b1340-302b-4b4f-93e2-396d03c3a515 · outbound
This paper cites Shuster, S.
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:34:33.250453Z
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 03c2cddd-d405-4d9a-a940-c0d0cf0730e3 · outbound
This paper cites PaperQA: Retrieval-Augmented Generative Agent for Scientific Research.
DeepResearch$^{\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology PaperQA: Retrieval-Augmented Generative Agent for Scientific Research
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:34:29.994737Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8a9eaf9-68eb-4c23-8105-9c579ab67c6b · outbound
This paper cites ORKG ASK: a Neuro-symbolic Scholarly Search and Exploration System.
DeepResearch$^{\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology ORKG ASK: a Neuro-symbolic Scholarly Search and Exploration System
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T17:34:32.393816Z
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 0ba893de-11b5-4d1b-95fe-4b3b7b8bc53d · outbound
This paper cites Knoth, D.
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:34:33.015330Z
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 6aaedde2-1f66-45c7-9d1a-1e67587e9374 · outbound
This paper cites Babaei Giglou, J.
DeepResearch$^{\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology Babaei Giglou, J
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:34:32.853568Z
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 0690fa75-c482-4f54-bdd8-f3da76d3f084 · outbound
This paper cites YESciEval: Robust LLM-as-a-Judge for Scientific Question Answering.
DeepResearch$^{\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology YESciEval: Robust LLM-as-a-Judge for Scientific Question Answering
Reference 9
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T17:34:32.261596Z
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 3d2637ac-90b9-42a2-a5f4-1e46a8cebc97 · outbound
This paper cites Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas.
DeepResearch$^{\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:34:30.736783Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8eac3f6f-8196-4923-a636-7a65672edbf9 · outbound
This paper cites IdeaSynth: Iterative Research Idea Development Through Evolving and Composing Idea Facets with Literature-Grounded Feedback.
DeepResearch$^{\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology IdeaSynth: Iterative Research Idea Development Through Evolving and Composing Idea Facets with Literature-Grounded Feedback
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:34:30.867515Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47611319-d146-4b6c-a879-ad832320274c · outbound
This paper cites Semantic Navigation for AI-assisted Ideation.
DeepResearch$^{\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology Semantic Navigation for AI-assisted Ideation
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T17:34:32.016226Z
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 6b64f22b-275a-44d9-888c-7ab4adcfdcf0 · outbound
This paper cites Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents.
DeepResearch$^{\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:34:31.118606Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b27cc3bd-8b6b-43eb-9471-5279655cde36 · outbound
This paper cites Human-LLM Compound System for Scientific Ideation through Facet Recombination and Novelty Evaluation.
DeepResearch$^{\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology Human-LLM Compound System for Scientific Ideation through Facet Recombination and Novelty Evaluation
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:34:31.228362Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb9a4c5e-cf59-40f6-bc7c-0002a36e2ff3 · outbound
This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.
DeepResearch$^{\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:34:31.292653Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2460b4af-3676-453c-9f4d-cc8a5ec9e17e · outbound
This paper cites Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System.
DeepResearch$^{\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:34:31.383675Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 918864cf-f296-4638-8411-296f074e14e0 · outbound
This paper cites an unresolved cited work.
DeepResearch$^{\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:34:32.599810Z
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 d70db86a-cea0-4bb2-ac50-e42a3ed22d17 · outbound
This paper cites mechanism.
Reference 18
- Resolution
- verified exact
- doi, observed 2026-08-06T17:34:31.747995Z
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.
Pith citing papers
No inbound Pith citation observations are available.