Paper Citation Record · LEDGER

Cost-Saving LLM Cascades with Early Abstention

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2502.09054.

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

pith.paper-citation-record.v1
2502.09054 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:16:14.879282Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-08T04:04:29.299206Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 2c1b7713-7e58-4cdb-a250-4d508307ce29 · inbound

Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration cites this paper.

Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration Cost-Saving LLM Cascades with Early Abstention

Reference 115

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:14.879282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83f3f541-940d-4cce-8c9c-79773eb28fde · inbound

BAS: A Decision-Theoretic Approach to Evaluating Large Language Model Confidence cites this paper.

BAS: A Decision-Theoretic Approach to Evaluating Large Language Model Confidence Cost-Saving LLM Cascades with Early Abstention

Reference 55

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T19:53:11.903364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 81803768-0524-4ed6-931c-689ce9c28208 · inbound

AgentStop: Terminating Local AI Agents Early to Save Energy in Consumer Devices cites this paper.

AgentStop: Terminating Local AI Agents Early to Save Energy in Consumer Devices Cost-Saving LLM Cascades with Early Abstention

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-19T16:37:39.639114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 233c25f5-1c22-45ad-bc8f-6ac98bd1e610 · inbound

UCCI: Calibrated Uncertainty for Cost-Optimal LLM Cascade Routing cites this paper.

UCCI: Calibrated Uncertainty for Cost-Optimal LLM Cascade Routing Cost-Saving LLM Cascades with Early Abstention

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-20T23:23:50.740269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 39b93046-9838-4828-84f7-334c3816bc76 · inbound

Strategic Decision Support for AI Agents cites this paper.

Strategic Decision Support for AI Agents Cost-Saving LLM Cascades with Early Abstention

Reference 96

Resolution: verified exact; arxiv_id, observed 2026-07-03T10:37:56.456662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 31bcbac1-4804-44ab-9207-9b28bd741a22 · inbound

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade cites this paper.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade Cost-Saving LLM Cascades with Early Abstention

Reference 25

Resolution: metadata mismatch; local_arxiv, observed 2026-07-08T04:04:29.300343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c6746298-ab87-4e27-890c-ce769fe8cabe · inbound

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade cites this paper.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade Cost-Saving LLM Cascades with Early Abstention

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:06.321212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.