Paper Citation Record · LEDGER

LLM Ensemble for RAG: Role of Context Length in Zero-Shot Question Answering for BioASQ Challenge

As of 9 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2509.08596.

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

pith.paper-citation-record.v1
2509.08596 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T20:24:55.878732Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

18 of 18 outbound references displayed

verified exact1
verified fuzzy0
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 736d8534-c890-45d3-986b-1ff7def7ab66 · outbound

This paper cites Tsatsaronis, G.

LLM Ensemble for RAG: Role of Context Length in Zero-Shot Question Answering for BioASQ Challenge Tsatsaronis, G

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T20:24:55.813913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62efd142-1319-45ec-af46-674a512c6c15 · outbound

This paper cites Nentidis, A.

LLM Ensemble for RAG: Role of Context Length in Zero-Shot Question Answering for BioASQ Challenge Nentidis, A

Reference 2

Resolution: verified exact; doi, observed 2026-08-04T20:28:49.773527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f03d84fd-85c2-4bd4-8f60-678ebeb8d3cf · outbound

This paper cites Query Expansion by Prompting Large Language Models.

LLM Ensemble for RAG: Role of Context Length in Zero-Shot Question Answering for BioASQ Challenge Query Expansion by Prompting Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T20:24:55.822404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1ab012c-c4c5-4cb0-98a9-1c17d1ecc5cc · outbound

This paper cites Query2doc: Query Expansion with Large Language Models.

LLM Ensemble for RAG: Role of Context Length in Zero-Shot Question Answering for BioASQ Challenge Query2doc: Query Expansion with Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T20:24:55.826823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bb7defc-e322-472a-8d61-8f8aa492f98b · outbound

This paper cites Alaofi, L.

LLM Ensemble for RAG: Role of Context Length in Zero-Shot Question Answering for BioASQ Challenge Alaofi, L

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T20:24:55.830744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b736b2d-a21e-4028-8ab1-deb3ae59b1c4 · outbound

This paper cites an unresolved cited work.

LLM Ensemble for RAG: Role of Context Length in Zero-Shot Question Answering for BioASQ Challenge Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T20:24:55.834805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06b04a5b-fd4c-44da-9f53-c40dc0bab452 · outbound

This paper cites an unresolved cited work.

LLM Ensemble for RAG: Role of Context Length in Zero-Shot Question Answering for BioASQ Challenge Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T20:24:55.838783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98cb89aa-76cb-46df-ad08-cf2f3930ec4a · outbound

This paper cites Reimers, I.

LLM Ensemble for RAG: Role of Context Length in Zero-Shot Question Answering for BioASQ Challenge Reimers, I

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T20:24:55.842397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d23b4b6-dba4-48d8-a4c4-43717a5396ac · outbound

This paper cites an unresolved cited work.

LLM Ensemble for RAG: Role of Context Length in Zero-Shot Question Answering for BioASQ Challenge Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T20:24:55.845909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 634b534e-7029-40b5-a5dd-00b306f00927 · outbound

This paper cites Lewis, E.

LLM Ensemble for RAG: Role of Context Length in Zero-Shot Question Answering for BioASQ Challenge Lewis, E

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T20:24:55.849395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac6cb8b3-9d35-4de4-8fba-065ccb1262a2 · outbound

This paper cites Accessed: 2025.

LLM Ensemble for RAG: Role of Context Length in Zero-Shot Question Answering for BioASQ Challenge Accessed: 2025

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T20:24:55.853042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4815d597-bf0f-4503-8320-c63db9fa956b · outbound

This paper cites Zaheer, G.

LLM Ensemble for RAG: Role of Context Length in Zero-Shot Question Answering for BioASQ Challenge Zaheer, G

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T20:24:55.856679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c9c0c0f-afa9-4629-8d78-5aae5ebffda9 · outbound

This paper cites Beltagy, M.

LLM Ensemble for RAG: Role of Context Length in Zero-Shot Question Answering for BioASQ Challenge Beltagy, M

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T20:24:55.860508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b0cdcf8-d006-4c18-886b-2d80b679820a · outbound

This paper cites Karpukhin, B.

LLM Ensemble for RAG: Role of Context Length in Zero-Shot Question Answering for BioASQ Challenge Karpukhin, B

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T20:24:55.864033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b6882bb-ad17-4ab3-b331-bbe3cf9e7c86 · outbound

This paper cites FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation.

LLM Ensemble for RAG: Role of Context Length in Zero-Shot Question Answering for BioASQ Challenge FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T20:24:55.867660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6100c22-28b7-4f12-9eaf-b8b4008cf91b · outbound

This paper cites Saad-Falcon, O.

LLM Ensemble for RAG: Role of Context Length in Zero-Shot Question Answering for BioASQ Challenge Saad-Falcon, O

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T20:24:55.871598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2384136-dce8-4746-94c4-97a2f02112af · outbound

This paper cites an unresolved cited work.

LLM Ensemble for RAG: Role of Context Length in Zero-Shot Question Answering for BioASQ Challenge Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T20:24:55.875486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c0faf59-25ae-4656-b1c8-32142e8d9235 · outbound

This paper cites To Retrieve or Not to Retrieve? Uncertainty Detection for Dynamic Retrieval Augmented Generation.

LLM Ensemble for RAG: Role of Context Length in Zero-Shot Question Answering for BioASQ Challenge To Retrieve or Not to Retrieve? Uncertainty Detection for Dynamic Retrieval Augmented Generation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T20:24:55.878732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.