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Paper Citation Record · LEDGER

Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios

As of 6 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 6 inbound Pith citation observations for arXiv:2604.09377.

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

pith.paper-citation-record.v1
2604.09377 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T17:35:45.257274Z

measured 22 of 22 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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T01:44:29.382812Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-02T13:26:59.061771Z

Reference resolution

16 of 16 outbound references displayed

  • verified exact0
  • verified fuzzy4
  • unresolved10
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 52ef9f88-23dd-4c66-a865-2fe3a626573b · outbound

This paper cites A Survey on LLM-as-a-Judge.

Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios A Survey on LLM-as-a-Judge

Reference 1

Resolution
malformed identifier
local_arxiv, observed 2026-05-11T06:31:02.663011Z

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.

source=pdf_text observed=2026-05-10T17:35:45.257274Z digest=sha256:53f875e44ff04579ede683a3b3a6f8145d91c9c6bc44a3e5fe4ada58b18ef647

Observation e5373f0b-f008-4ec7-b973-4a48cdcf8c5a · outbound

This paper cites an unresolved cited work.

Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-05-17T09:49:25.057009Z

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.

source=pdf_text observed=2026-05-10T17:35:45.257274Z digest=sha256:9dceee23fea8603a75aca236ce1901faf13e90089b233a013ff4e6117152ed88

Observation 043356aa-02b8-4ce9-aae2-f31910f91001 · outbound

This paper cites an unresolved cited work.

Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-05-17T09:49:25.052294Z

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.

source=pdf_text observed=2026-05-10T17:35:45.257274Z digest=sha256:9ba5bf7d7cf1fa9451e2c3d05e697247809aa5ee6dc1ddb1208fb7c3d94a5aa8

Observation dd00d3b9-3bee-453f-af00-5286fc2a65dd · outbound

This paper cites an unresolved cited work.

Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios Unresolved cited work

Reference 4

Resolution
malformed identifier
raw_fallback, observed 2026-05-17T09:49:25.059511Z

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.

source=pdf_text observed=2026-05-10T17:35:45.257274Z digest=sha256:94d98e8aa67926b0b7250fe63783e8ddf760cc44b4777abec7ad2d9ab05ca7e0

Observation 05f305bd-dd4e-400e-9ae0-5efd5c7b25ed · outbound

This paper cites an unresolved cited work.

Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-05-17T09:49:25.054644Z

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.

source=pdf_text observed=2026-05-10T17:35:45.257274Z digest=sha256:9df68cf58bd11c22fcbd4a62ce89ec6bc1958667b9862c59fd0414329aae4e8f

Observation 0b613926-9fbc-4e09-8999-c48dab5fc78e · outbound

This paper cites Example 2: query: Choose the correct pairing for the given words.Drawing, music.

Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios Example 2: query: Choose the correct pairing for the given words.Drawing, music

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:49:25.035412Z

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.

source=pdf_text observed=2026-05-10T17:35:45.257274Z digest=sha256:21ce6fb318d2696dd2a620ae2ae152707b33418552b9b60ac64e9f49c6ffdc41

Observation 7c322f72-8968-4272-8916-c943ce56a399 · outbound

This paper cites an unresolved cited work.

Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-05-17T09:49:25.041630Z

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.

source=pdf_text observed=2026-05-10T17:35:45.257274Z digest=sha256:67da94eb11d3cb1044a243e12867d74c36be908063ca5fcead93d6b113997c1a

Observation d325e060-968a-43ec-865b-78c5aee314f4 · outbound

This paper cites an unresolved cited work.

Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-05-17T09:49:25.049928Z

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.

source=pdf_text observed=2026-05-10T17:35:45.257274Z digest=sha256:732cbf66679a2733988a733c9a1622eeda2d649c1a891023cce137cc9d81ef61

Observation ecf9af0d-82c5-44a8-b567-bf735a17e32c · outbound

This paper cites an unresolved cited work.

Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-05-17T09:49:25.024027Z

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.

source=pdf_text observed=2026-05-10T17:35:45.257274Z digest=sha256:1396897101a9846b438fc66efa9ec126b3cbf5457bfec489ff14a551814dcab3

Observation 5fb519ba-801b-4ddd-b403-9ba61ce061c8 · outbound

This paper cites an unresolved cited work.

Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-05-17T09:49:25.032185Z

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.

source=pdf_text observed=2026-05-10T17:35:45.257274Z digest=sha256:5d473738d7ae5a021df5e1bbdeded34990720f8b0984f737360725e3adf5718d

Observation aa3d469a-3711-4a3c-a947-1d264ec20cde · outbound

This paper cites "" Table 15: System Prompt of Task type Generation. DomainNodeRule =.

Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios "" Table 15: System Prompt of Task type Generation. DomainNodeRule =

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:49:25.047475Z

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.

source=pdf_text observed=2026-05-10T17:35:45.257274Z digest=sha256:c54c688683999dd731cb9b904a909d95fe4484a6edc3b6b477498010d7179ab5

Observation 3b1d3a8a-c643-4a5e-9a18-a0ec567ec731 · outbound

This paper cites an unresolved cited work.

Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-05-17T09:49:25.061824Z

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.

source=pdf_text observed=2026-05-10T17:35:45.257274Z digest=sha256:ccbc47afba5a2ef616de34a1e36b47c70f2a864020983fe860ccb1baf74498ae

Observation e9fdb02c-f242-47d2-9ab9-270cb9840b90 · outbound

This paper cites "" NodeSetChoicePrompt = TaskTypeGenSystemPrompt +.

Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios "" NodeSetChoicePrompt = TaskTypeGenSystemPrompt +

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:49:25.026921Z

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.

source=pdf_text observed=2026-05-10T17:35:45.257274Z digest=sha256:112faa241e9ee2c3128e8a21b35f87ed2b7abbbe2a729ce735588b8c4cff0941

Observation 39516e4b-fde7-49ab-b105-fed96058c280 · outbound

This paper cites an unresolved cited work.

Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-05-17T09:49:25.044533Z

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.

source=pdf_text observed=2026-05-10T17:35:45.257274Z digest=sha256:f289dd4d8123d0ef34c990f985ca0f122076e41f1ac63848b146bfa23eb02612

Observation e54272f4-6dae-47a8-85f0-ef3d826bcf1b · outbound

This paper cites an unresolved cited work.

Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-05-17T09:49:25.029544Z

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.

source=pdf_text observed=2026-05-10T17:35:45.257274Z digest=sha256:eb56f7a84cb67f0eeb76c130ebea24f78569410595feba760279c088af611c67

Observation e7bd2013-4f85-4bf9-abc7-d9ec8e670675 · outbound

This paper cites Q:" for questions and.

Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios Q:" for questions and

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:49:25.038329Z

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.

source=pdf_text observed=2026-05-10T17:35:45.257274Z digest=sha256:400a789943a23ed2eb64da7bb7c3da0bab8cc2bd171a34b4a387a2e09f7e28eb

Pith citing papers

Observation 13ee0305-3afe-4269-9ce3-e2ea0ec8bec7 · inbound

Uno-Orchestra: Parsimonious Agent Routing via Selective Delegation cites this paper.

Uno-Orchestra: Parsimonious Agent Routing via Selective Delegation Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-05-09T06:50:40.519490Z

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.

source=pdf_text observed=2026-05-08T18:05:23.536174Z digest=sha256:163d24a107f5168fff8991e6fe1945486a07be61012610ba70c0732afe830cf2

Observation c8ae5511-35a9-474c-9251-f5d58ecc68fa · inbound

HyDRA: Hybrid Dynamic Routing Architecture for Heterogeneous LLM Pools cites this paper.

HyDRA: Hybrid Dynamic Routing Architecture for Heterogeneous LLM Pools Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios

Reference 7

Resolution
metadata mismatch
local_arxiv, observed 2026-05-20T15:13:31.957874Z

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.

source=pdf_text observed=2026-05-20T15:13:27.898371Z digest=sha256:be7de0d35f332ccfabd6a1d49b7e36636688bd5b2b2afdc4ecfe4edfa034f5ca

Observation dfb53713-2269-4142-beb5-a0ca20e3633c · inbound

When Do LLMs Reason? A Dynamical Systems View via Entropy Phase Transitions cites this paper.

When Do LLMs Reason? A Dynamical Systems View via Entropy Phase Transitions Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios

Reference 41

Resolution
metadata mismatch
local_arxiv, observed 2026-05-25T06:15:23.520596Z

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.

source=arxiv_source observed=2026-05-25T06:14:49.430548Z digest=sha256:921866d7b5283c2e7a194fa092a820eb8b49377a7b106b9a3fbcf9d2ca82c4a2

Observation cc231fe1-7895-4e97-aa3b-4aff96c67485 · inbound

IR3DE: A Linear Router for Large Language Models cites this paper.

IR3DE: A Linear Router for Large Language Models Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-07-02T13:26:59.063122Z

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.

source=pdf_text observed=2026-06-28T01:19:30.946221Z digest=sha256:ff13a9237a0b0a49c6b2e2c75c303f9584c2cfc8dac25f1c756de37544f67242

Observation 8dc97952-70e2-4862-bed3-003edcce2d79 · inbound

NexForge: Scaling Agent Capabilities through Requirement-Driven Task Synthesis for LLMs cites this paper.

NexForge: Scaling Agent Capabilities through Requirement-Driven Task Synthesis for LLMs Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-02T03:19:10.476219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T03:19:10.476219Z digest=sha256:c3e4008c4d53e0f0b6a80781477a7b73bcd011d4806bf5917005d8d63d716d71

Observation d859eb97-e5b5-41bb-bfee-fc886d744006 · inbound

NexForge: Scaling Agent Capabilities through Requirement-Driven Task Synthesis for LLMs cites this paper.

NexForge: Scaling Agent Capabilities through Requirement-Driven Task Synthesis for LLMs Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-04T01:44:29.382812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:44:29.382812Z digest=sha256:1efb1625e1d31f20a19634feaeb7a027d14aae706cc116d58b05aca5ed125cce