Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-13T19:34:11.342912Z
Paper Citation Record · LEDGER
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking
As of 5 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 2 inbound Pith citation observations for arXiv:2604.02971.
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 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-28T12:28:23.880150Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-02T01:06:25.098540Z
Reference resolution
63 of 63 outbound references displayed
- verified exact0
- verified fuzzy34
- unresolved27
- parse uncertain0
- malformed identifier2
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 477bc30a-d9ef-4d00-b812-1f19892e07f6 · outbound
This paper cites A Survey of Large Language Models.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking A Survey of Large Language Models
Reference 1
- Resolution
- malformed identifier
- local_arxiv, observed 2026-05-13T19:38:10.614043Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6df55389-7fc4-47c6-bb34-fb97c7ad7a99 · outbound
This paper cites markdown \n{data_content}\n.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking markdown \n{data_content}\n
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.274475Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 88606c0a-9bab-40e0-b8bd-ae6f867b820f · outbound
This paper cites 13 InfoSeeker : A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking 13 InfoSeeker : A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.267430Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b945441a-24a3-431c-83a6-b565accf3240 · outbound
This paper cites Subtask 2 (q1 0):Wikipedia page listing Michelin three-starred restaurants in Paris as of 2024 (list and addresses).
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Subtask 2 (q1 0):Wikipedia page listing Michelin three-starred restaurants in Paris as of 2024 (list and addresses)
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.270917Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1a45159f-aee9-4c9e-9194-fad15c6d752a · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.263676Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation faa40956-2412-463d-8dfb-79bb587ddb7b · outbound
This paper cites \n Source: Wikipedia: Kei (1st arrondissement) — Kei Kobayashi; Plénitude — Cheval Blanc Paris [.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking \n Source: Wikipedia: Kei (1st arrondissement) — Kei Kobayashi; Plénitude — Cheval Blanc Paris [
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.265380Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6e1f8d36-5107-4d91-9b2d-4d99ce2977b8 · outbound
This paper cites ] as of Dec 31.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking ] as of Dec 31
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.287579Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 35d81942-52be-4619-8bcb-9ed6a2131608 · outbound
This paper cites Use Michelin Guide or the restaurant’s official site.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Use Michelin Guide or the restaurant’s official site
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.289373Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 734bae75-687b-4aeb-a6fd-0ef88b1411a7 · outbound
This paper cites Classic Cuisine\\.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Classic Cuisine\\
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.269050Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation eb75485c-d7c8-4438-a0c3-2bdc33b86654 · outbound
This paper cites Classic Cuisine\.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Classic Cuisine\
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.272610Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6cfa9ab4-30da-4d85-bbcf-7c513a2f6ca5 · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.277981Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c0c78aa3-9d30-453f-ae1d-55fd652181ef · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.279633Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a9ac6cd4-66d9-4051-a78b-4a4b65ba9494 · outbound
This paper cites 四朝元老、以武入仕.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking 四朝元老、以武入仕
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.291226Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation eb208747-11ec-481d-8a72-1b0fbd05a62c · outbound
This paper cites 唐朝四朝元老武举名将.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking 唐朝四朝元老武举名将
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.249906Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0985d250-7dcd-497a-8e3d-50682fec729b · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.251566Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1e644efa-8a23-4e5d-9571-c83a5bd1c97a · outbound
This paper cites 16 InfoSeeker : A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking 16 InfoSeeker : A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.255075Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f76918d8-178f-4e46-91d7-a49a8db40434 · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.262089Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8c8e72b3-3455-4ed5-8d84-dbd23022a914 · outbound
This paper cites 变异型”“多系统病变.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking 变异型”“多系统病变
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.246794Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 47b08e96-2fd4-4c3f-9d96-146831683b62 · outbound
This paper cites 变异型”作为已命名亚型线索检索；(b) 交叉验证“常染色体遗传+ 多系统受累+ 早 亡.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking 变异型”作为已命名亚型线索检索；(b) 交叉验证“常染色体遗传+ 多系统受累+ 早 亡
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.243431Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 813d9f3d-3b9a-4b73-94e7-15b3179148c0 · outbound
This paper cites 相近候选”列表，并将“变异型.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking 相近候选”列表，并将“变异型
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.258630Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b5a1263e-8fa4-445e-8302-108a545cc2cb · outbound
This paper cites Gold Answer (Failure) System predicted:变异型转甲状腺素蛋白淀粉样变性（TTR相关家族性淀粉样变性） Gold answer:着色性干皮病 Outcome: Incorrect(counted as a failure).
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Gold Answer (Failure) System predicted:变异型转甲状腺素蛋白淀粉样变性（TTR相关家族性淀粉样变性） Gold answer:着色性干皮病 Outcome: Incorrect(counted as a failure)
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.253355Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6c415fc4-e36f-4648-a7fe-615bb7c04265 · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.281268Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2bb53c54-4c3d-483e-aeb5-5ce6d4f51906 · outbound
This paper cites This requires aggregating hundreds of SKUs.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking This requires aggregating hundreds of SKUs
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.285862Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation caf34864-6b99-4aee-b582-51efb10d1957 · outbound
This paper cites Execution Issue:The subtask for retrieving the APU list resulted in a massive context payload (scraping entire tables for hundreds of models).
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Execution Issue:The subtask for retrieving the APU list resulted in a massive context payload (scraping entire tables for hundreds of models)
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.353120Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5c606b8d-4d52-4e4d-8323-28dffacd4dbe · outbound
This paper cites do not omit cells.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking do not omit cells
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.318927Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fecfa3fc-8c36-487e-8c52-6db505e443e2 · outbound
This paper cites representative.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking representative
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.320557Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 009053df-9eb6-439b-9f1e-12f43cd50065 · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.315325Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e946231f-7adf-46b0-98c5-39b19faa4d82 · outbound
This paper cites *Do peruse the tool definition meticulously to ascertain which manager is best suited for each sub-task.*.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking *Do peruse the tool definition meticulously to ascertain which manager is best suited for each sub-task.*
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.341046Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 13cd05c3-9a07-42e0-8352-57ef867fc2ce · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.349554Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 47d2ab03-d219-4202-93e6-5d8928e0a083 · outbound
This paper cites (Do not include any additional information or unnecessary empty space for markdown).
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking (Do not include any additional information or unnecessary empty space for markdown)
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.346210Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e0b58ddc-1797-414a-a72c-cee33d48ee52 · outbound
This paper cites Utilise "N/A" or the best-available data for missing fields.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Utilise "N/A" or the best-available data for missing fields
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.283095Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 30fd2aee-57bf-4c03-bded-a48917c5b739 · outbound
This paper cites curtail" data (e.g.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking curtail" data (e.g
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.245140Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d1d72c27-f2c3-40a2-9597-8ce817c09b84 · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.239848Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 45dbd3e9-adf4-47e5-93e3-73c40d7cb01a · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.241626Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0d3df528-5757-46d1-aac9-f90979a38183 · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.299774Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3b651cfb-e3c9-40aa-a7b1-f9b1c52c71d4 · outbound
This paper cites •No Redundancy: Dispatch 3-5 distinct, high-calibre queries.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking •No Redundancy: Dispatch 3-5 distinct, high-calibre queries
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.238188Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9b0a1dc4-cf62-4165-a159-fb0282ebceab · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.248271Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9fff231f-c1c4-4019-a54f-6be5be79842f · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.260415Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7bef600b-9102-4621-b319-6b9c5468aaa9 · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.236456Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 55121053-338e-4290-ad3b-22eb9c525a81 · outbound
This paper cites - https://example.com - brief description of what this URL corroborates.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking - https://example.com - brief description of what this URL corroborates
Reference 40
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-13T19:38:11.229759Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d9d36734-38a7-42f7-be16-0ee54832e2df · outbound
This paper cites Check Amazon prices.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Check Amazon prices
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.231570Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f26f1a20-99d9-4d6a-9898-c5cdcad82f40 · outbound
This paper cites Search for [Goal].
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Search for [Goal]
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.233098Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 267ca48b-d119-48d2-901e-dd4bb09a3998 · outbound
This paper cites Verify iPhone 15 prices on Amazon, eBay, and Walmart.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Verify iPhone 15 prices on Amazon, eBay, and Walmart
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.226195Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 073b0c43-ff39-4d9e-bc8a-a14e00755ee9 · outbound
This paper cites Maps to Python documentation.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Maps to Python documentation
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.227834Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation af0ad8ff-9f53-440a-b23b-dbbb6ef40f10 · outbound
This paper cites Consult Django, Flask, and FastAPI documentation.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Consult Django, Flask, and FastAPI documentation
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.234802Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 99c65b64-4c49-42e3-ac13-9b33a4298270 · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.256819Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 715e35e9-11fc-476d-9691-fc6246658229 · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.276279Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 52e4dfbb-6f5c-41f8-8abd-824d374c5d3b · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.292878Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 52905f52-13ea-49fe-aa44-4b7ffb0e843a · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.347933Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a48a1ea6-614c-4a58-b47c-75accd3c844e · outbound
This paper cites Tell me if you want me to retry.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Tell me if you want me to retry
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.351288Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 63e87174-ac95-484d-b958-0c28429d3f8d · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.344295Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4ed362af-ae52-45c0-b220-bc96a531122e · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.317079Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c7b7e8b8-5989-4ea9-b6a0-286f5b2ba947 · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.310172Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 982c453c-be7e-4e48-b210-46c714a77827 · outbound
This paper cites What text, brand names, logos, or signs are discernible? Enumerate ALL readable text.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking What text, brand names, logos, or signs are discernible? Enumerate ALL readable text
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.311918Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b6c8f801-6fbd-4341-bba8-bf7cb88a5fb7 · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.313654Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 867f972b-4aaf-4a9b-80e4-661bd0a39005 · outbound
This paper cites focus on locating brand names.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking focus on locating brand names
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.303249Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e86a9366-1e47-4c51-8e6c-02a66c53eae7 · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.305250Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 37a2aa9a-c287-4426-be1f-82807e57219b · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 58
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.306968Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fe04a3b0-abc0-489f-8b41-1a94a321634d · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.308587Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 77ac6f1f-e4d7-4af3-8b46-641005cf942c · outbound
This paper cites WORKFLOW.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking WORKFLOW
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.301555Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c2835c75-ac22-4d14-87d1-56f271063959 · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.298080Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7fd22f01-ec9d-4191-8a4c-d6284c5d604f · outbound
This paper cites an unresolved cited work.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Unresolved cited work
Reference 62
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T19:38:11.294627Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ce2a3d12-ac2c-4dbe-9652-2949ef5151c0 · outbound
This paper cites The answer is 17.
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking The answer is 17
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T19:38:11.296441Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Pith citing papers
Observation 1f8fa79d-0ddc-4a24-9d4b-262fe3bf3377 · inbound
Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction cites this paper.
Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-05-12T09:46:25.956765Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e250ce7c-e69d-4c7b-837c-057378bf0b51 · inbound
Multi-Agent Computer Use cites this paper.
Multi-Agent Computer Use InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-07-02T01:06:25.099939Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.