Paper Citation Record · LEDGER

How Often Should a Recommender Call an LLM? Value-Weighted Routing, Monitoring, and Seasonal Robustness

As of 8 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2607.25068.

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

pith.paper-citation-record.v1
2607.25068 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T02:16:44.834101Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

16 of 16 outbound references displayed

verified exact0
verified fuzzy0
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9feb302c-942e-4612-8786-8dd9c0f55440 · outbound

This paper cites an unresolved cited work.

How Often Should a Recommender Call an LLM? Value-Weighted Routing, Monitoring, and Seasonal Robustness Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T02:16:44.768879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03a5dc5e-9dcb-4ba8-a16b-ac16888a0f17 · outbound

This paper cites FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance.

How Often Should a Recommender Call an LLM? Value-Weighted Routing, Monitoring, and Seasonal Robustness FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-31T02:16:44.774266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14d9853c-eacf-4b58-ba11-8a35da1e354a · outbound

This paper cites Lakshmanan, and Ahmed Hassan Awadallah.

How Often Should a Recommender Call an LLM? Value-Weighted Routing, Monitoring, and Seasonal Robustness Lakshmanan, and Ahmed Hassan Awadallah

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-31T02:16:44.779046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c0da434-02d8-4648-a412-e85dc8b7f332 · outbound

This paper cites an unresolved cited work.

How Often Should a Recommender Call an LLM? Value-Weighted Routing, Monitoring, and Seasonal Robustness Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T02:16:44.783243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87dd4ba0-7225-47e8-96b0-208252dccbda · outbound

This paper cites an unresolved cited work.

How Often Should a Recommender Call an LLM? Value-Weighted Routing, Monitoring, and Seasonal Robustness Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T02:16:44.787296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb875d20-2f94-4eed-810b-3d29d9d4eea5 · outbound

This paper cites Weinberger.

How Often Should a Recommender Call an LLM? Value-Weighted Routing, Monitoring, and Seasonal Robustness Weinberger

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T02:16:44.791428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39a5b6ec-ec61-40fd-a741-6ba12b2a4556 · outbound

This paper cites Language Models (Mostly) Know What They Know.

How Often Should a Recommender Call an LLM? Value-Weighted Routing, Monitoring, and Seasonal Robustness Language Models (Mostly) Know What They Know

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T02:16:44.796076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6851aad7-5bcf-4ff5-9827-c0fac929252b · outbound

This paper cites an unresolved cited work.

How Often Should a Recommender Call an LLM? Value-Weighted Routing, Monitoring, and Seasonal Robustness Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T02:16:44.800381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d567b074-7194-4547-9479-8e36f8b2adbd · outbound

This paper cites AutoMix: Automatically Mixing Language Models.

How Often Should a Recommender Call an LLM? Value-Weighted Routing, Monitoring, and Seasonal Robustness AutoMix: Automatically Mixing Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-31T02:16:44.804379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf55a4a3-37a8-4216-b3a6-728f85daf68a · outbound

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

How Often Should a Recommender Call an LLM? Value-Weighted Routing, Monitoring, and Seasonal Robustness RouteLLM: Learning to Route LLMs with Preference Data

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-31T02:16:44.808471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b080adf-3b43-4cdd-b12e-2b5c39f88523 · outbound

This paper cites an unresolved cited work.

How Often Should a Recommender Call an LLM? Value-Weighted Routing, Monitoring, and Seasonal Robustness Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T02:16:44.812575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b344a36-bea5-4790-905b-fe1285da1e3b · outbound

This paper cites an unresolved cited work.

How Often Should a Recommender Call an LLM? Value-Weighted Routing, Monitoring, and Seasonal Robustness Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-31T02:16:44.816634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5f493d4-0c93-403a-8929-ebc3dcf89531 · outbound

This paper cites an unresolved cited work.

How Often Should a Recommender Call an LLM? Value-Weighted Routing, Monitoring, and Seasonal Robustness Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-31T02:16:44.820400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation deda68d7-45ff-4157-afb0-67d801776583 · outbound

This paper cites an unresolved cited work.

How Often Should a Recommender Call an LLM? Value-Weighted Routing, Monitoring, and Seasonal Robustness Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-31T02:16:44.824383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1ab2906-8665-43d2-8239-46f0fdb9c1d1 · outbound

This paper cites Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning.

How Often Should a Recommender Call an LLM? Value-Weighted Routing, Monitoring, and Seasonal Robustness Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-31T02:16:44.828313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7df288e6-8510-4040-8b5c-02550e6311b7 · outbound

This paper cites EcoAssistant: Using LLM Assistant More Affordably and Accurately.

How Often Should a Recommender Call an LLM? Value-Weighted Routing, Monitoring, and Seasonal Robustness EcoAssistant: Using LLM Assistant More Affordably and Accurately

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T02:16:44.834101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.