Paper Citation Record · LEDGER

BAGEN: Are LLM Agents Budget-Aware?

As of 10 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 9 inbound Pith citation observations for arXiv:2606.00198.

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

pith.paper-citation-record.v1
2606.00198 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T23:24:11.087212Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:23:56.810075Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-08T04:04:29.253694Z

Reference resolution

26 of 26 outbound references displayed

verified exact0
verified fuzzy0
unresolved25
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2397cce0-9b48-440c-be7b-ef5ed6d2ea2c · outbound

This paper cites Low Thinking.

BAGEN: Are LLM Agents Budget-Aware? Low Thinking

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14185e9b-b106-4d43-8f59-8721db4eb1c3 · outbound

This paper cites Now, estimate:.

BAGEN: Are LLM Agents Budget-Aware? Now, estimate:

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fccf795-d70f-444c-8b0c-58eb2b7d979b · outbound

This paper cites an unresolved cited work.

BAGEN: Are LLM Agents Budget-Aware? Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f33c1f8-f6a9-4636-a74e-eb668b5c7a60 · outbound

This paper cites If you think the task can finish within budget, make the interval as tight as possible while still covering the true remaining token budget.

BAGEN: Are LLM Agents Budget-Aware? If you think the task can finish within budget, make the interval as tight as possible while still covering the true remaining token budget

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b085d99-7ed0-46bb-bd70-b208bcf71b83 · outbound

This paper cites If you think the task can finish within budget, your interval should be as tight as possible while still covering the true remaining token budget.

BAGEN: Are LLM Agents Budget-Aware? If you think the task can finish within budget, your interval should be as tight as possible while still covering the true remaining token budget

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2c10ad3-38d2-49ec-9dcf-6c395bc24913 · outbound

This paper cites an unresolved cited work.

BAGEN: Are LLM Agents Budget-Aware? Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a8ce6bd-e98f-4574-93c9-33faf8c6f88d · outbound

This paper cites an unresolved cited work.

BAGEN: Are LLM Agents Budget-Aware? Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77436166-ff7a-4573-9c02-0d4c7583dce2 · outbound

This paper cites Estimate:.

BAGEN: Are LLM Agents Budget-Aware? Estimate:

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 066a53e1-7c8c-4ddc-ada5-f26ef21c6df8 · outbound

This paper cites an unresolved cited work.

BAGEN: Are LLM Agents Budget-Aware? Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd057c73-4f27-4508-9551-99f128961c40 · outbound

This paper cites Return an interval: at least est_low tokens and at most est_high tokens.

BAGEN: Are LLM Agents Budget-Aware? Return an interval: at least est_low tokens and at most est_high tokens

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5958b2e2-f53a-4b02-9333-3a91b430fdf9 · outbound

This paper cites If the task still looks finishable, keep the interval as tight as possible while still covering the true remaining token budget.

BAGEN: Are LLM Agents Budget-Aware? If the task still looks finishable, keep the interval as tight as possible while still covering the true remaining token budget

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f03e4db6-8c9d-424a-ad24-4804d5cb9d10 · outbound

This paper cites an unresolved cited work.

BAGEN: Are LLM Agents Budget-Aware? Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b122e229-3004-4e4e-ac90-8b1d64024c0d · outbound

This paper cites an unresolved cited work.

BAGEN: Are LLM Agents Budget-Aware? Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1788d359-fa53-4d04-9380-ca9e9036ea1f · outbound

This paper cites To count as finished, final cash must reach at least{target_cash_usd}USD.

BAGEN: Are LLM Agents Budget-Aware? To count as finished, final cash must reach at least{target_cash_usd}USD

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 616947af-04ac-4b32-9340-63f19c054e8a · outbound

This paper cites an unresolved cited work.

BAGEN: Are LLM Agents Budget-Aware? Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8b239d0-e83c-4f13-932f-485f41505a17 · outbound

This paper cites an unresolved cited work.

BAGEN: Are LLM Agents Budget-Aware? Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ffc424f-2604-40e7-b7a5-be59e990f5c0 · outbound

This paper cites an unresolved cited work.

BAGEN: Are LLM Agents Budget-Aware? Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d79cd4b-4b80-466e-bb0b-ce98c96ce12e · outbound

This paper cites Return one interval for each metric.

BAGEN: Are LLM Agents Budget-Aware? Return one interval for each metric

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aa2b92b-ec80-49e7-8452-8c6c19821dd8 · outbound

This paper cites If you think the rollout can finish within budget, make each interval as tight as possible while still covering the true remaining value.

BAGEN: Are LLM Agents Budget-Aware? If you think the rollout can finish within budget, make each interval as tight as possible while still covering the true remaining value

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8312a2c2-9b0b-41bd-b637-c304d19b44e6 · outbound

This paper cites an unresolved cited work.

BAGEN: Are LLM Agents Budget-Aware? Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e33ed9d-cc50-4118-bcf4-315a44ef98d2 · outbound

This paper cites an unresolved cited work.

BAGEN: Are LLM Agents Budget-Aware? Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abcc8da9-e397-45c1-bccc-4ae4b89ebc5f · outbound

This paper cites Now, estimate:.

BAGEN: Are LLM Agents Budget-Aware? Now, estimate:

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7f15e6e-1189-4d22-8a57-6ba84b7845ac · outbound

This paper cites an unresolved cited work.

BAGEN: Are LLM Agents Budget-Aware? Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 667c3ca8-3287-4b3b-b0b7-aa3e6a12f359 · outbound

This paper cites Return an estimation interval: at least est_low tokens and at most est_high tokens.

BAGEN: Are LLM Agents Budget-Aware? Return an estimation interval: at least est_low tokens and at most est_high tokens

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94077214-a780-4865-9f9a-852032efbff3 · outbound

This paper cites impossible.

BAGEN: Are LLM Agents Budget-Aware? impossible

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4842be52-cc95-4468-850c-d87618a6c4f6 · outbound

This paper cites If you think the task can finish within budget, your interval should be as tight as possible while still covering the true remaining token budget.

BAGEN: Are LLM Agents Budget-Aware? If you think the task can finish within budget, your interval should be as tight as possible while still covering the true remaining token budget

Reference 38

Resolution: malformed identifier; no resolver link, observed 2026-06-28T23:24:11.087212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 20754e43-3078-457c-a238-b2a3ec6c8fa1 · inbound

Silent Failure in LLM Agent Systems: The Entropy Principle and the Inevitable Disorder of Autonomous Agents cites this paper.

Silent Failure in LLM Agent Systems: The Entropy Principle and the Inevitable Disorder of Autonomous Agents BAGEN: Are LLM Agents Budget-Aware?

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-07-02T22:17:26.153856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 07247226-b248-4408-8fe2-c04cfa01b5a7 · inbound

LLM Agents Are Latent Context Managers: Eliciting Self-Managed Context via State Proprioception cites this paper.

LLM Agents Are Latent Context Managers: Eliciting Self-Managed Context via State Proprioception BAGEN: Are LLM Agents Budget-Aware?

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-12T10:46:46.380037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1e2bf25-ba92-4830-9d1d-2d3adbfedd8b · inbound

LLM Agents Are Latent Context Managers: Eliciting Self-Managed Context via State Proprioception cites this paper.

LLM Agents Are Latent Context Managers: Eliciting Self-Managed Context via State Proprioception BAGEN: Are LLM Agents Budget-Aware?

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T09:38:42.409895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed64b987-9cb3-469e-a9a5-cb2872d5801b · inbound

LLM Agents Are Latent Context Managers: Eliciting Self-Managed Context via State Proprioception cites this paper.

LLM Agents Are Latent Context Managers: Eliciting Self-Managed Context via State Proprioception BAGEN: Are LLM Agents Budget-Aware?

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T02:07:41.591162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd982b2d-81b8-4ea0-bab7-d5595e7ef2b7 · 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 BAGEN: Are LLM Agents Budget-Aware?

Reference 13

Resolution: metadata mismatch; local_arxiv, observed 2026-07-08T04:04:29.254897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1af5ec80-a630-4086-b5ea-920fd0f158bd · 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 BAGEN: Are LLM Agents Budget-Aware?

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:05.010731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb3d7349-9160-4412-92ca-2ac1fce43266 · inbound

AllocBench: Measuring Online Tool Allocation Capability in LLM Agents cites this paper.

AllocBench: Measuring Online Tool Allocation Capability in LLM Agents BAGEN: Are LLM Agents Budget-Aware?

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-07-31T23:50:08.367442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8059d8d8-cc94-4d21-b31f-508cdba9d819 · inbound

AllocBench: Measuring Online Tool Allocation Capability in LLM Agents cites this paper.

AllocBench: Measuring Online Tool Allocation Capability in LLM Agents BAGEN: Are LLM Agents Budget-Aware?

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T01:53:19.687079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec975add-8fd7-485a-a54e-4583ac4413c6 · inbound

Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks cites this paper.

Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks BAGEN: Are LLM Agents Budget-Aware?

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T23:23:56.810075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.