Paper Citation Record · LEDGER

Conformal Cascade: Distribution-Free Accuracy Guarantees for Multi-Tier LLM Inference

As of 9 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2607.25018.

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

pith.paper-citation-record.v1
2607.25018 v3

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T01:49:19.819048Z

measured 15 of 15 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

15 of 15 outbound references displayed

verified exact0
verified fuzzy0
unresolved14
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0ff98c05-4186-4d38-a2d6-1062ddfa5647 · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

Conformal Cascade: Distribution-Free Accuracy Guarantees for Multi-Tier LLM Inference Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T01:49:18.081224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 852e6361-d386-406c-afb4-05f69b0bac9f · outbound

This paper cites The two methods are complementary: C3PO calibrates against cost, CC against coverage.

Conformal Cascade: Distribution-Free Accuracy Guarantees for Multi-Tier LLM Inference The two methods are complementary: C3PO calibrates against cost, CC against coverage

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T01:49:19.206191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e87098a-d9e0-438b-9b01-e9ea40990d76 · outbound

This paper cites The Llama 3 Herd of Models.

Conformal Cascade: Distribution-Free Accuracy Guarantees for Multi-Tier LLM Inference The Llama 3 Herd of Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T01:49:18.803030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7631a5a5-0a6e-492a-8c90-ce0746b4dee1 · outbound

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

Conformal Cascade: Distribution-Free Accuracy Guarantees for Multi-Tier LLM Inference Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T01:49:19.070875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48b1c291-79fd-4d9b-a822-bbce30cff630 · outbound

This paper cites an unresolved cited work.

Conformal Cascade: Distribution-Free Accuracy Guarantees for Multi-Tier LLM Inference Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T01:49:19.571119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c18e691-97ba-4e27-8df3-1310c6a41499 · outbound

This paper cites Sizes are identical across the four cascades.

Conformal Cascade: Distribution-Free Accuracy Guarantees for Multi-Tier LLM Inference Sizes are identical across the four cascades

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T01:49:19.318125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6998611-a020-4970-894a-84a48bf5d917 · outbound

This paper cites Rows are ordered by mean acceptance across families.

Conformal Cascade: Distribution-Free Accuracy Guarantees for Multi-Tier LLM Inference Rows are ordered by mean acceptance across families

Reference 12

Resolution: malformed identifier; no resolver link, observed 2026-08-03T01:49:19.449530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0249d025-c9e2-45d7-8086-7d9e4cf955f2 · outbound

This paper cites The sort isO(nlogn)time and O(n)space; subsequent inference usesˆqk via a singleO(1)lookup.

Conformal Cascade: Distribution-Free Accuracy Guarantees for Multi-Tier LLM Inference The sort isO(nlogn)time and O(n)space; subsequent inference usesˆqk via a singleO(1)lookup

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T01:49:19.683977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc371d8a-7a25-41f2-8036-1e39da24a352 · outbound

This paper cites Resolution of the frequency score.

Conformal Cascade: Distribution-Free Accuracy Guarantees for Multi-Tier LLM Inference Resolution of the frequency score

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T01:49:19.819048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b7bedb2-9a35-47f7-bd3b-327574934817 · outbound

This paper cites Large Language Model Routing with Benchmark Datasets.

Conformal Cascade: Distribution-Free Accuracy Guarantees for Multi-Tier LLM Inference Large Language Model Routing with Benchmark Datasets

Reference 2008

Resolution: unresolved; no resolver link, observed 2026-08-03T01:49:18.939443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c6c9c88-4df6-4c3e-8732-c4d6b328b347 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

Conformal Cascade: Distribution-Free Accuracy Guarantees for Multi-Tier LLM Inference Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-03T01:49:18.291947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e40117ca-ddf1-4a01-b56a-f9a105092d64 · outbound

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

Conformal Cascade: Distribution-Free Accuracy Guarantees for Multi-Tier LLM Inference FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-03T01:49:18.170083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e7ba147-7d32-445a-81fd-59dec1ba9ffb · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

Conformal Cascade: Distribution-Free Accuracy Guarantees for Multi-Tier LLM Inference Gemma 2: Improving Open Language Models at a Practical Size

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-03T01:49:18.570055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 325ddf76-81fb-4b1a-8594-f8971c7e571d · outbound

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

Conformal Cascade: Distribution-Free Accuracy Guarantees for Multi-Tier LLM Inference Language Models (Mostly) Know What They Know

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T01:49:18.696021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 802b2ad4-1d6a-43ce-94b2-f477412433db · outbound

This paper cites Language Model Cascades.

Conformal Cascade: Distribution-Free Accuracy Guarantees for Multi-Tier LLM Inference Language Model Cascades

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T01:49:18.434066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.