Paper Citation Record · LEDGER

EASy: Towards Efficient LLM-Based Agentic System

As of 10 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2608.04588.

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

pith.paper-citation-record.v1
2608.04588 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:27:31.496820Z

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 exact0
verified fuzzy10
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation de1e9b59-7c3d-40c2-b02f-dd5023edb220 · outbound

This paper cites an unresolved cited work.

EASy: Towards Efficient LLM-Based Agentic System Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:27:31.640299Z

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 71928815-8ada-41bd-9114-cba395c255b0 · outbound

This paper cites Comprehensive Study on Sentiment Analysis: From Rule-based to modern LLM based system.

EASy: Towards Efficient LLM-Based Agentic System Comprehensive Study on Sentiment Analysis: From Rule-based to modern LLM based system

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T21:27:31.453007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e896a5a-9814-472f-8a06-394ce8c92504 · outbound

This paper cites dependencies.

EASy: Towards Efficient LLM-Based Agentic System dependencies

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:31.625189Z

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 3d1c76e0-4a2e-49d9-b8bd-297e7d08145b · outbound

This paper cites task_solved.

EASy: Towards Efficient LLM-Based Agentic System task_solved

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:31.647662Z

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 eb1d8498-1e0f-4f38-bca5-5de3eea34e12 · outbound

This paper cites an unresolved cited work.

EASy: Towards Efficient LLM-Based Agentic System Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:27:31.609192Z

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 28be635b-bb9e-421d-98d4-cdc0357c4479 · outbound

This paper cites an unresolved cited work.

EASy: Towards Efficient LLM-Based Agentic System Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:27:31.632232Z

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 a659ef45-6968-4374-9e21-a75739ce531c · outbound

This paper cites summarize results.

EASy: Towards Efficient LLM-Based Agentic System summarize results

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:31.594265Z

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 6b2c456f-d1fb-4bcb-bc48-66d868db4136 · outbound

This paper cites Reserve stronger (more expensive) models only for reasoning-heavy steps.

EASy: Towards Efficient LLM-Based Agentic System Reserve stronger (more expensive) models only for reasoning-heavy steps

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:31.616906Z

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 4cd97d3a-0426-4feb-b706-5c1fa4e7c94c · outbound

This paper cites an unresolved cited work.

EASy: Towards Efficient LLM-Based Agentic System Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:27:31.602009Z

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 87321b30-0ab5-4194-b832-c5ec4627dda0 · outbound

This paper cites You don’t need to re-generate the answer to the question because the standard answer has been given.

EASy: Towards Efficient LLM-Based Agentic System You don’t need to re-generate the answer to the question because the standard answer has been given

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:31.586340Z

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 0cab1143-ea9a-4fda-9e5a-baf3ebba549e · outbound

This paper cites an unresolved cited work.

EASy: Towards Efficient LLM-Based Agentic System Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:27:31.577938Z

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 d15418d4-f1e3-418a-971f-d9bf69f1404d · outbound

This paper cites Before making a judgment, please understand the question and the standard answer first, and then judge whether the candidate’s answer is correct.

EASy: Towards Efficient LLM-Based Agentic System Before making a judgment, please understand the question and the standard answer first, and then judge whether the candidate’s answer is correct

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:31.569538Z

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 f550832a-c6b1-4b2e-a0af-08ccc08d3fa0 · outbound

This paper cites Regardless of the question type, the final answer will be considered correct as long as it matches the standard answer, regardless of whether the reasoning process is correct.

EASy: Towards Efficient LLM-Based Agentic System Regardless of the question type, the final answer will be considered correct as long as it matches the standard answer, regardless of whether the reasoning process is correct

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:31.561807Z

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 db0d6824-93e5-4658-97ec-a430c8ebb2f0 · outbound

This paper cites an unresolved cited work.

EASy: Towards Efficient LLM-Based Agentic System Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:27:31.553387Z

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 dd896f8e-f5ab-43c2-807f-225daa944dfc · outbound

This paper cites A”, “B”, or “C.

EASy: Towards Efficient LLM-Based Agentic System A”, “B”, or “C

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:31.545912Z

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 9810f99f-69d7-4962-8acc-f6010c3a798e · outbound

This paper cites type": "object.

EASy: Towards Efficient LLM-Based Agentic System type": "object

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:31.537869Z

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 cfdde197-40d9-4030-ac17-1c2961b762f4 · outbound

This paper cites Plan-and-act: Improving planning of agents for long-horizon tasks.

EASy: Towards Efficient LLM-Based Agentic System Plan-and-act: Improving planning of agents for long-horizon tasks

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:31.655341Z

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 cfc1edd5-141d-4e35-bfe5-cd426a37b2b2 · outbound

This paper cites RouteLLM: Learning to Route LLMs with Preference Data.

EASy: Towards Efficient LLM-Based Agentic System RouteLLM: Learning to Route LLMs with Preference Data

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T21:27:31.456382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.