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Paper Citation Record · LEDGER

Switchcraft: AI Model Router for Agentic Tool Calling

As of 4 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 2 inbound Pith citation observations for arXiv:2605.07112.

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

pith.paper-citation-record.v1
2605.07112 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-11T01:02:55.275359Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T11:18:08.658120Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

51 of 51 outbound references displayed

  • verified exact17
  • verified fuzzy21
  • unresolved4
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch7

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 666107a8-f9d4-4bdf-ad18-ec115035a3c6 · outbound

This paper cites Agentic AI: a comprehensive survey of architectures, applications, and future directions.Artificial Intelligence Review, 59 (1):11.

Switchcraft: AI Model Router for Agentic Tool Calling Agentic AI: a comprehensive survey of architectures, applications, and future directions.Artificial Intelligence Review, 59 (1):11

Reference 1

Resolution
verified exact
doi, observed 2026-05-11T01:05:50.719838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:2137b04afdb92d7da668c909ea5f527f41689084e5df5f5d39e1b36a72748326

Observation 6f64db0c-c975-421c-ad5f-5d4a33801f24 · outbound

This paper cites Automix: Automatically mixing language models.

Switchcraft: AI Model Router for Agentic Tool Calling Automix: Automatically mixing language models

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.660022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:7405c5c103f79a8d99b78c9829f5dae9f79c5da7b3c2b1900cf807dce73c2fce

Observation 40b51c43-0ff7-4faa-86c0-cb0ff2dc9ecd · outbound

This paper cites CONFETTI: Conversational Function-Calling Evaluation Through Turn-Level Interactions.

Switchcraft: AI Model Router for Agentic Tool Calling CONFETTI: Conversational Function-Calling Evaluation Through Turn-Level Interactions

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.656603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:fd043df1bd86bd6753aba88dd9689b69f93b9a8b95c1af99dde36dad6c47c3f0

Observation 47ef6ace-b9e7-45b4-919b-47c5ea14f3be · outbound

This paper cites doi: 10.18653/v1/2025.acl-long.394.

Switchcraft: AI Model Router for Agentic Tool Calling doi: 10.18653/v1/2025.acl-long.394

Reference 4

Resolution
verified exact
doi, observed 2026-05-11T01:05:50.714750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:a2a59a180130aa0c78255fd21e17ef82e84165ea21b14eba34930adef992b434

Observation d61380c7-7de9-4fa1-afa3-a04198d7bc38 · outbound

This paper cites Validation of modern json schema: Formalization and complexity.

Switchcraft: AI Model Router for Agentic Tool Calling Validation of modern json schema: Formalization and complexity

Reference 5

Resolution
verified exact
doi, observed 2026-05-11T01:05:50.717144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:265c27f7c167cb66b80a891b97ec35706e2ae4641ec26f10a681c03039aede7b

Observation 4be9ba18-1b94-4d05-95d8-ae11088a65b2 · outbound

This paper cites RouteNator: A Router-Based Multi-Modal Architecture for Generating Synthetic Training Data for Function Calling LLMs.

Switchcraft: AI Model Router for Agentic Tool Calling RouteNator: A Router-Based Multi-Modal Architecture for Generating Synthetic Training Data for Function Calling LLMs

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:50:56.571445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:e50186ebe2581b998b79ce46fd80add14c1ec4489e82baaebac7274b3d8ded29

Observation eaed68b8-d3b6-423e-ba56-e44979a70369 · outbound

This paper cites Routerdc: Query- based router by dual contrastive learning for assembling large language models.

Switchcraft: AI Model Router for Agentic Tool Calling Routerdc: Query- based router by dual contrastive learning for assembling large language models

Reference 7

Resolution
malformed identifier
raw_fallback, observed 2026-05-16T00:30:27.635892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:63651884c962e0d4f57bfa4e6f937dc9ca14ccf29e91567b265bf3ebf955900f

Observation d6b4371e-4aab-4b1e-8487-a88e20ea4cbe · outbound

This paper cites an unresolved cited work.

Switchcraft: AI Model Router for Agentic Tool Calling Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-05-16T00:30:27.621227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:31cbbffb54d9e50e4489b5f2ea46da6c0a364fdeb6730bb0e0a120d502b6d177

Observation e41538cf-08de-4067-8528-ec35e9d13d3d · outbound

This paper cites an unresolved cited work.

Switchcraft: AI Model Router for Agentic Tool Calling Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-05-16T00:30:27.594720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:b1208b36e30f92f75719cf6093d87be4301f8639af06e82cf640f77d1c08423d

Observation 92bca18d-7814-473e-847f-64241dc8e137 · outbound

This paper cites IPR: Intelligent Prompt Routing with User-Controlled Quality-Cost Trade-offs.

Switchcraft: AI Model Router for Agentic Tool Calling IPR: Intelligent Prompt Routing with User-Controlled Quality-Cost Trade-offs

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:50:56.588192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:192e20c7337336390b7da7e0f6ab94fbb6018da2dbd2527f5385f5e50fa05e2a

Observation 0c31bd42-8e6b-43c7-9558-91141c5d50a2 · outbound

This paper cites Graphrouter: A graph-based router for llm selections.

Switchcraft: AI Model Router for Agentic Tool Calling Graphrouter: A graph-based router for llm selections

Reference 11

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verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.645458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:843d9d59d30136ba2d0cef8b79df4b5a0eac52462271046ebc1473dd0634d1a3

Observation 61d94062-af8d-4a51-9a50-9cc125dc3e24 · outbound

This paper cites GraphRouter: A Graph-based Router for LLM Selections.

Switchcraft: AI Model Router for Agentic Tool Calling GraphRouter: A Graph-based Router for LLM Selections

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:50:56.540875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:09d182617669b7787e70b7dd375544f1d04927dfec5bdd0d50ce7b151ea3ac30

Observation c8863b8d-c515-4d86-bf7d-6ed6e7480618 · outbound

This paper cites Glaive Function Calling v2.

Switchcraft: AI Model Router for Agentic Tool Calling Glaive Function Calling v2

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.641273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:595a92301cda4971960560130e89ec4a752d3d241464a65e8566c94e9922a38b

Observation 945affc5-3897-4299-93ee-e603c2a14a8e · outbound

This paper cites Routerbench: A benchmark for multi-LLM routing system.

Switchcraft: AI Model Router for Agentic Tool Calling Routerbench: A benchmark for multi-LLM routing system

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.649890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:794a476624982a54627b164c3a41bab69d31e6c1cf57021336b71c5e30fe9ab6

Observation bf3ca7eb-1915-4d9e-b193-1e66651a8983 · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

Switchcraft: AI Model Router for Agentic Tool Calling SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 15

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T04:50:56.505087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:ad6bd0948bbe175ef6f1188c77bb0aa4b3daa6ece5bb87232fc2076ec6c73622

Observation 4ed9754a-e449-464b-b009-a0e4646255d9 · outbound

This paper cites Universal Model Routing for Efficient LLM Inference.

Switchcraft: AI Model Router for Agentic Tool Calling Universal Model Routing for Efficient LLM Inference

Reference 16

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T04:50:56.519270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:7f9eaad9fdc5439fdb890a9027aa07635b0b6ae88b3fa8c2c84efff03e012398

Observation fb6e09b6-c4e0-4b24-8b11-72bbe7dbde3a · outbound

This paper cites LLexus: An AI Agent System for Incident Management.ACM SIGOPS Operating Systems Review, 58 (1):23–36.

Switchcraft: AI Model Router for Agentic Tool Calling LLexus: An AI Agent System for Incident Management.ACM SIGOPS Operating Systems Review, 58 (1):23–36

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-11T01:05:50.726289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:1d91ad01ceebdf38cc3086b099981f5892f3c2e2b686a1d5af41a8e4134b7e4b

Observation 29ed228d-be4a-40e5-9f51-83082348a3c7 · outbound

This paper cites 2601.07206 , archivePrefix=.

Switchcraft: AI Model Router for Agentic Tool Calling 2601.07206 , archivePrefix=

Reference 18

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metadata mismatch
arxiv_id, observed 2026-05-11T04:50:56.464358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:cfb1f3207e65e0e89f50aab4a6136f2870cf49d49780b4f43a4864ddcc2aef8d

Observation 139f8a33-670a-4a83-85d2-57cd0f461faa · outbound

This paper cites CoRR , volume =.

Switchcraft: AI Model Router for Agentic Tool Calling CoRR , volume =

Reference 19

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metadata mismatch
arxiv_id, observed 2026-05-11T04:50:56.526075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:54714345de724e0ba180e8103e28effc8d4521a80aa58b4415adbf2f8c7ff84e

Observation 97478cf5-3f82-4f37-90bd-c8adab472ca5 · outbound

This paper cites OmniRouter: Budget and Performance Controllable Multi-LLM Routing.

Switchcraft: AI Model Router for Agentic Tool Calling OmniRouter: Budget and Performance Controllable Multi-LLM Routing

Reference 20

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verified exact
arxiv_id, observed 2026-05-11T04:50:56.609362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:d6f5fe0307a91d6e1b09dabbb2404d4e7ef7c82eeb0f35cedaa7c7898ca44b59

Observation 71f2836c-c84e-4200-a9cd-180008d0537b · outbound

This paper cites MetaLLM: A High-performant and Cost-efficient Dynamic Framework for Wrapping LLMs.

Switchcraft: AI Model Router for Agentic Tool Calling MetaLLM: A High-performant and Cost-efficient Dynamic Framework for Wrapping LLMs

Reference 21

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arxiv_id, observed 2026-05-11T04:50:56.578999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:0273e82847cf3d9f91be85783d4b65d67fc30f5792c4dde5408c918b83d4eab8

Observation 55bbc67d-8b1d-4326-9333-ad404aea2602 · outbound

This paper cites Hermes 3 Technical Report.

Switchcraft: AI Model Router for Agentic Tool Calling Hermes 3 Technical Report

Reference 22

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raw_fallback, observed 2026-05-16T00:30:27.641866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:3808629216ca6a32c59b4e3b0919d533351cedc1787f515918af8b4d90efdfb5

Observation aafcf375-91a0-4fbf-acc9-bcba4ff27d27 · outbound

This paper cites Explainable Model Routing for Agentic Workflows.

Switchcraft: AI Model Router for Agentic Tool Calling Explainable Model Routing for Agentic Workflows

Reference 23

Resolution
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local_arxiv, observed 2026-05-11T04:50:56.442981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:087b954172e8ecbfe41643c908995a0ddd7b06fa2d28052cab95329551fc9eeb

Observation e813e8ef-eae9-4db1-b2e5-21cdcad15fc1 · outbound

This paper cites Gonzalez, M Waleed Kadous, and Ion Stoica.

Switchcraft: AI Model Router for Agentic Tool Calling Gonzalez, M Waleed Kadous, and Ion Stoica

Reference 24

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verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.645863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:3dcfcc34424d7b2d445cb85a4eaeda9974a61d65476c623926dce971914d46d9

Observation 62a4adcc-81f3-4eac-9f3d-b33046fa7f09 · outbound

This paper cites Patil, Tianjun Zhang, Xin Wang, and Joseph E.

Switchcraft: AI Model Router for Agentic Tool Calling Patil, Tianjun Zhang, Xin Wang, and Joseph E

Reference 25

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verified exact
doi, observed 2026-05-11T01:05:50.722168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:4c3a643ca8621a9f466cb558d07318097492016f3fbd41f7b0ac13f6cf1918af

Observation 0447c90d-6bcf-44f0-b8f5-a3d108411f11 · outbound

This paper cites Gonzalez.

Switchcraft: AI Model Router for Agentic Tool Calling Gonzalez

Reference 26

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verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.665366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:b1283db9f7cc762bf3a254480191c49b1b123efbe2ff79452714c52fd12abf76

Observation a7cb8299-ccbe-44f4-9905-f979be9535bc · outbound

This paper cites Fly-swat or cannon? cost-effective language model choice via meta-modeling.

Switchcraft: AI Model Router for Agentic Tool Calling Fly-swat or cannon? cost-effective language model choice via meta-modeling

Reference 27

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T04:50:56.600073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:944fc67a028aa6f6ae24cc66e0d88c025508c5d5785572f958513fba12353e55

Observation 24efb32d-adff-4d10-96e8-2a10b5f3215d · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

Switchcraft: AI Model Router for Agentic Tool Calling DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:02:34.528194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:003bc72c96808074c1d92d548c6fc788b728e6d77965a16fed7de03db113174d

Observation c8e61350-d40f-44ca-9dfa-51434b72f58c · outbound

This paper cites Toolformer: Language models can teach themselves to use tools.

Switchcraft: AI Model Router for Agentic Tool Calling Toolformer: Language models can teach themselves to use tools

Reference 29

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raw_fallback, observed 2026-05-16T00:30:27.624143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:142213ce0c54fc7d08b3ed8e97a746af9f8a67f767e36e107371b5863c37b441

Observation af6a6529-063a-4551-ab01-de5bc3c29ca5 · outbound

This paper cites Large Language Model Routing with Benchmark Datasets.

Switchcraft: AI Model Router for Agentic Tool Calling Large Language Model Routing with Benchmark Datasets

Reference 30

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arxiv_id, observed 2026-05-11T04:50:56.424966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:4421a5562bd2957673134e3d3639e398fea9eb62d9b4174334547f4d0dc8fe4f

Observation ca0b191d-c196-4b72-8575-d735ebc07b5b · outbound

This paper cites CARROT: A Cost Aware Rate Optimal Router.

Switchcraft: AI Model Router for Agentic Tool Calling CARROT: A Cost Aware Rate Optimal Router

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:50:56.494529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:0974cf373fad5da87818683e2a7241811236b69ae4efc1f635a1216bcb640c7f

Observation 7ea4fcc4-955e-4d19-aaa9-324fb4378dfb · outbound

This paper cites IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory.

Switchcraft: AI Model Router for Agentic Tool Calling IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory

Reference 32

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raw_fallback, observed 2026-05-16T00:30:27.671026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:5ca013f2f6f1f9ad07ab3325183732b0bfcca88681d66dee4eeb86c4f9ec0740

Observation be57fbcd-1cff-44b5-b905-da0c9539a694 · outbound

This paper cites TensorOpera Router: A Multi-Model Router for Efficient LLM Inference.

Switchcraft: AI Model Router for Agentic Tool Calling TensorOpera Router: A Multi-Model Router for Efficient LLM Inference

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:50:56.562284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:cb79c584a0f097d5c448d11d358810b935187b498d0c32c0f9ef814c07f25030

Observation de84ce88-99b9-434a-b015-c993f451acd4 · outbound

This paper cites vllm semantic router.

Switchcraft: AI Model Router for Agentic Tool Calling vllm semantic router

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.590491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:dfe0d5186e523d9a418fc9ebf3b547b12170deb1fd204f1b6a27bab0604c4862

Observation a3ac67d6-15b7-4966-9645-512a7ec7cdca · outbound

This paper cites Icl-router: In-context learned model representations for llm routing.

Switchcraft: AI Model Router for Agentic Tool Calling Icl-router: In-context learned model representations for llm routing

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.628137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:c1ea5d32a999757516f43728eb7ac77a9ccd0148996cb4a71af17ce12be823d9

Observation 0d2f3beb-12a4-4853-932c-a7f7307dbed3 · outbound

This paper cites R2-Router: A New Paradigm for LLM Routing with Reasoning.

Switchcraft: AI Model Router for Agentic Tool Calling R2-Router: A New Paradigm for LLM Routing with Reasoning

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-06-02T02:03:38.328088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:4e815bfe39cf8594178e209cd381aef5db67c48422fe08cbacd237f4e140d07f

Observation 8ec68d57-9630-4c9c-aef0-84419e77559e · outbound

This paper cites $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains.

Switchcraft: AI Model Router for Agentic Tool Calling $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-05-11T04:50:56.470899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:338491cc6f5a4cab8d1dbc8cd1afb5cfef66b3bba977b650319061b4a4994f7b

Observation 5106a2ba-ee70-4324-9fd6-a75cea460e6b · outbound

This paper cites xLAM: A Family of Large Action Models to Empower AI Agent Systems.

Switchcraft: AI Model Router for Agentic Tool Calling xLAM: A Family of Large Action Models to Empower AI Agent Systems

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:50:56.487136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:dbd48a15cb7c878e5a1d11c2e73b5e7f63528086e4c44c3ea9ce2ab2c037d77a

Observation cdcfc6f7-3ea9-45f2-954e-6ec9274477a5 · outbound

This paper cites Cost-Efficient Serving of LLM Agents via Test-Time Plan Caching.

Switchcraft: AI Model Router for Agentic Tool Calling Cost-Efficient Serving of LLM Agents via Test-Time Plan Caching

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.614467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:94f967191fdf0190b91cf34150be5d91c2c846ef556917ebca1d952bb3f2f9aa

Observation 5bd98bd0-be72-4ab2-8714-8aceb080665e · outbound

This paper cites EmbedLLM: Learning Compact Representations of Large Language Models.

Switchcraft: AI Model Router for Agentic Tool Calling EmbedLLM: Learning Compact Representations of Large Language Models

Reference 40

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T04:50:56.480423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:4ecf86dc29fe6bcda4c99e73fe23c0e6cfe1a0273c8e61e4876117ede01916c5

Observation 8753eaa7-d2c9-47c9-984c-d9578a2be1a3 · outbound

This paper cites Chicago", state=.

Switchcraft: AI Model Router for Agentic Tool Calling Chicago", state=

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.610243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:730cdea2af5d0a7a49dc6a3bf9cabdf3b35af5062cd6f6ad0dfd4c3e1f6796e2

Observation 96175e21-439d-4750-b7c6-2f1127a1774d · outbound

This paper cites Sacramento.

Switchcraft: AI Model Router for Agentic Tool Calling Sacramento

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.653277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:7238d855c2443cf8f7542ccf4535b491b5d721c20df9b9018e2427b3f42a437e

Observation ca3be104-6ee7-487b-9d4d-182e22c366ee · outbound

This paper cites Portland.

Switchcraft: AI Model Router for Agentic Tool Calling Portland

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.660526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:acd40de2e5795ffbd4381023b0624ef2ebbdb41b088af76c671420d922a52748

Observation 87ae3360-4fff-4098-8a8e-7c5391f67be6 · outbound

This paper cites Portland.

Switchcraft: AI Model Router for Agentic Tool Calling Portland

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.598870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:42d509782ff26241ecea13d48ec809f138af41a4e287330c1457cec7eedcb10f

Observation a2a5406c-916b-4a24-8d85-2e5351befc73 · outbound

This paper cites CHI" , state=.

Switchcraft: AI Model Router for Agentic Tool Calling CHI" , state=

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.638865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:24c16c4f4c1482d7f0735e7d6a316d0edf90884e782fd20c0ad05c4331b66169

Observation b41ee840-aaa5-4f6b-b5a9-4bd37ac0770b · outbound

This paper cites Sacramento.

Switchcraft: AI Model Router for Agentic Tool Calling Sacramento

Reference 46

Resolution
malformed identifier
raw_fallback, observed 2026-05-16T00:30:27.628420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:a57a1f1b8840490e5d965b2589eb5744d5ec964974fafa8440a6f212a29c7600

Observation cb9afef4-0845-4c13-acaa-93cf46daefad · outbound

This paper cites reliable.

Switchcraft: AI Model Router for Agentic Tool Calling reliable

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.656308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:257d486b1ad89fa51c830e5bfe282823b0a79af567338753e0e3512c0a8fa432

Observation 75b4cdf1-2dae-427c-bc69-470224ceb1a6 · outbound

This paper cites an unresolved cited work.

Switchcraft: AI Model Router for Agentic Tool Calling Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-05-16T00:30:27.632285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:ccc27a6c9131a259c4d3cc1417ae68e476beb71e523ce6e7d3da323e5d429ee1

Observation c77ea15a-ee94-4ba7-bf3d-bcda2abca048 · outbound

This paper cites this model answers correctly only 60% of the time.

Switchcraft: AI Model Router for Agentic Tool Calling this model answers correctly only 60% of the time

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.652303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:b96044d00c19f6075f695c84a30819b55668f9d806c3d06d3ab1d178fc9dbcde

Observation e3b85bd0-42aa-4549-b4dc-c9c9e932a4b6 · outbound

This paper cites an unresolved cited work.

Switchcraft: AI Model Router for Agentic Tool Calling Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-05-16T00:30:27.610784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:d83f7748e14205056fbcfd998bc7f365e9fb89022c8042b1201a155c7b163765

Observation ef2ea14e-0620-41e1-809e-a4f22b60b07b · outbound

This paper cites The ablation in Appendix K shows that token packing alone contributes 1.66 pp of accuracy; this accounts for most of the observed gap.

Switchcraft: AI Model Router for Agentic Tool Calling The ablation in Appendix K shows that token packing alone contributes 1.66 pp of accuracy; this accounts for most of the observed gap

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.632619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:79bf60bee2c57589ff1a72c84c9a234791fbd646fbc9a3097a4805e461f68427

Pith citing papers

Observation 6d661987-ea90-4df0-8989-b715942727f3 · inbound

Agentic Routing: The Harness-Native Data Flywheel cites this paper.

Agentic Routing: The Harness-Native Data Flywheel Switchcraft: AI Model Router for Agentic Tool Calling

Reference 1

Resolution
unresolved
no resolver link, observed 2026-07-14T05:52:07.869069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T05:52:07.869069Z digest=sha256:4594775f40b60b04677a16890b0348c627a6aa2d80d78525cfad62bc068234f9

Observation c89105f1-6368-442d-848c-bedba4206997 · inbound

Tokengeist: Multi-Turn Attribution Tracing in Agentic Conversations cites this paper.

Tokengeist: Multi-Turn Attribution Tracing in Agentic Conversations Switchcraft: AI Model Router for Agentic Tool Calling

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-02T11:18:08.658120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T11:18:08.658120Z digest=sha256:ce42a94296e455dc911fca9c199b62151fac4ec75c025c5ec9897fb4f01eac1c