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Paper Citation Record · LEDGER

Switchcraft: AI Model Router for Agentic Tool Calling

As of 31 July 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation 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 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-31T06:34:12.847434+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T05:52:07.869069Z

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:f82767834557161c2cff2080918d4c489107a31fab2b354bf366a943ad7617b4

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:a68d15b9a9a6e98ae8d8a34af6e79324c29f556ffbe8d73301bb8d591e6373b6

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:9c31867293a0730dc306798a0a3ee57063404483c2f11bf410a0e7321cf72642

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:282c03cf15e9fee4ebebaef51e3f037327c6de8815664d84f618b16fc555d4d7

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:69fd0550973010b477e80702e3f2a5d8c34ec7fbf4242c8acb5663d05ba5b50b

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:358b024b230368e1ffd0f477cf6453ba11c6469273db9cc9613f927326ad7137

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:9a3f2a8dffa4d237bef21a7a79a339a0f825cba461473ec363a5ac28bc98ced1

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:b0b0f1dd3f1cbfecccd320ad5bedb8a8a6de0d68e518ce9ff02c0873d5f212e9

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:391a8272d4ec7b0bc5f68256f2c605d5221e3fa6559e28191291a20a5a4f9313

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:7daab134a8c97660d71ba674ba842850d91db57c82ebfc64bc22e4d7b78fb1aa

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:e47853d4b869a5ad7c74082ed2af451f6bac2ce0b7d60794ca8828d0fbb4a08d

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:05c4a7b75dc53f39abaa1b048861180ed309da85272f6ef01305c9800c88d590

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:d03d7ad83ca66be533330e730285dc19e3a2c72ac7c32f8a713b0c059b430bfc

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:494567c970d83aa6feea935dbc5de3682e254e8814b7380dc9735f6c026d21d6

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:ab9d2e24ca392bfdeec2bc5b3423b79921bb47f40d38139bfd788c7781238a9b

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:6dd284d181207117b9b06eae1f78b46a638f31932dbe8690e32ec467e1846ae0

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:fdbb5c09768923cea9cca7836e37419ebc07399dc14e9d21c877b9e39287942c

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

Resolution
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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:5426ec3c7f2b964c3b4ad87e432c5feac38f42286f1a4e7b811ddef84417cf7d

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

This paper cites CoRR , volume =.

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

Reference 19

Resolution
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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:b62eedb5ae456e0ab599a55e557d613a986f67ff5ae2e293571365ff14dd9f94

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

Resolution
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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:5b04c11a9609506d583c5d91ad5374e355e84bfe3d834cf32b8182101235b520

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

Resolution
metadata mismatch
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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:c9a26b74e208f3b52ffd25c5ca202f552e2f5ff2c8934bc60038198cc45d3868

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:b5182a0febd4db77cd90c349e2bf87db9ae9e873b067f4b0b0c6063bd9fee29f

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
verified exact
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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:7d7434c74a653f873432d2f3137428c177828765f4ec722bd426f05aaa2b4796

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:ba7f99dbf067b3584dbd8321ddce4f72b0dd50cf459edc1e6ae3c7e6023595a0

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:a56581be3b19a87c4c844816806c94e485dfc86052e62fb7a782170718412252

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

This paper cites Gonzalez.

Switchcraft: AI Model Router for Agentic Tool Calling Gonzalez

Reference 26

Resolution
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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:f593db144a1a7d0dbe2f88a9e2f38eeb8f487133a60971c63813ae4573d9ddde

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:7202a29aa70027e4bdb99239654d328e5dd6f5c36591dc60f76983eed7efa755

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:8bb5e667965c8ba9c1821c4bc0b73a32644427c0a39c514602f0b59491e71d28

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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verified fuzzy
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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:548bcfe4f246cc0c4d3111fcd7e1bac8da95425c4be9cab1947c7e62aa5e8c1a

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

Resolution
verified exact
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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:f4715d256c46948e37aa73bcf2e85ea176917df23730ff5ef5ec69ec170337ff

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:ee3b2a5286d5db13ccbaa79960e09ce956d0b996af71e0fc920432aeff8586a3

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

Resolution
verified fuzzy
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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:78b0bf4ebbf5bc155292ce2a7157940c164302fbef1f5803fffec197635f23c4

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:196eb1325ca0ffdd8afe9d79c06fe88cc10cf37a4cb7dcff71561961e164c2ec

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:ca503360d7850313e6700af8c4f3e96ab0c22289b9a7e9bd88695a74378c2c64

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:9a443b12aa2fbde0c845ef82a4c97f0385f9e8f41ddfd08d6127f1b812156331

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:b431c7eb5f7694efd8ee08909eddb5e2abda1ae4dd50b53cd2eee18c322fef69

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:25b9097287075fc0a64d32d7e069709e60b9fbab04bbb01622642d906d3b48f8

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:a4a82d1bef6c86b7f1c6950d059565540948385f317d2ca971b36d3e805b28b0

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:5ad211efc76676706ed8a56054996b16d72d13c1651c8d637913816afd9bdfc6

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:61fe14c9e229ddb4e43f5878af6045e17af9fcc89b25331ad91ad2951bda575b

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:0cacb1e9eb2df3ba88136c95f644719b6ccb409c7ad4f1ca3d9258d375c26325

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:1b51006ea74b5b4402f64e720c57b6c6aa8c19cfb9a3cc0dc4393fb99faa88dd

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:42b48eb6259fbcd4c8e4b366029958d1744cf6ddedea8c9c2e25868d61f8d12e

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:58ed7bfe010e8e4b25d659cb12523b1cd2e4dc891422966863b6cc04dad29b1c

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:db7b36d7d3366a144470800d8f54a451e9123003e7798a4844eb69db34d7305f

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:e1202b83d36b49adaee6583d0a222527c3445d8d87e78947e494734ef421c2ea

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:ff0457ce119f8245d90f9b0f767850cc8c7e0a16034a9dcb9538636506b3b91e

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:e214f4e03122b7a967c243759ac27c75bffd67ab92a0c790ae1a3bcbafaa1810

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:a7da67378e81f5b65c9c4a7dbcbddb73a7d4c677b21d94b4fe5ddc9509b974b7

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:cb6c7bedfad14f5aa685470c2bb5a0376e5d9575a772bbcbb98d306a22c3976c

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 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T01:02:55.275359Z digest=sha256:bc5efac81988ce22d88f078e9d84edd30d3801e02a1db70246a9e9cf14015219

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