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Paper Citation Record · LEDGER

Automating Conflict-Aware ACL Configurations with Natural Language Intents

As of 21 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2508.17990.

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

pith.paper-citation-record.v1
2508.17990 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:05:29.992209Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

53 of 53 outbound references displayed

  • verified exact1
  • verified fuzzy42
  • unresolved7
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 276facd2-8373-431c-bad4-b83b9225672f · outbound

This paper cites an unresolved cited work.

Automating Conflict-Aware ACL Configurations with Natural Language Intents Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:05:30.815548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.757009Z digest=sha256:9d6bc51e6dc230ff645f918ec58a8b6944f3e28072e50aa6db9f6d829f4c58fa

Observation 1abfeda7-c662-45c7-a025-19b59a858347 · outbound

This paper cites https://azure.microsoft.com/en-us/products/ ai-services/openai-service/.

Automating Conflict-Aware ACL Configurations with Natural Language Intents https://azure.microsoft.com/en-us/products/ ai-services/openai-service/

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.800399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.762183Z digest=sha256:b847344c6b233bd6335bc8f4c1925d22060136dc7511fba020e75df88d919b19

Observation 6409e4f5-81f3-405f-8d32-6e6b7d0185b7 · outbound

This paper cites https://www.cisco.com/c/en/us/td/docs/ios-xml/ios/ iproute_ospf/configuration/xe-16/iro-xe-16-book/iro-cfg.html.

Automating Conflict-Aware ACL Configurations with Natural Language Intents https://www.cisco.com/c/en/us/td/docs/ios-xml/ios/ iproute_ospf/configuration/xe-16/iro-xe-16-book/iro-cfg.html

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.785901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.766767Z digest=sha256:690fcb5c9b9e3bbc0e7b448e9518a03b0118aab37559fbd91850e904a4774d82

Observation eb59a018-ac0c-4fb0-b41e-df6a9969420d · outbound

This paper cites https://www.cisco.com/c/en/us/products/ios-nx-os- software/border-gateway-protocol-bgp/index.html.

Automating Conflict-Aware ACL Configurations with Natural Language Intents https://www.cisco.com/c/en/us/products/ios-nx-os- software/border-gateway-protocol-bgp/index.html

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.771432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.771611Z digest=sha256:c82b7a48044156eff1b67a9a3b58285993168b98a84eca553565f43aa1f981e2

Observation 97383da6-66d1-4ea9-8510-b32e8c1b4c8c · outbound

This paper cites https://apstra.com/products/.

Automating Conflict-Aware ACL Configurations with Natural Language Intents https://apstra.com/products/

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.756853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.776197Z digest=sha256:3b703c56dcf7c63d2e0711a16195353f3483f9a1ea31a13b32731bc1a173fdcf

Observation a3ce6afb-117b-487c-baad-e29fa6acf500 · outbound

This paper cites http://www.gurobi.com.

Automating Conflict-Aware ACL Configurations with Natural Language Intents http://www.gurobi.com

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.741367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.780892Z digest=sha256:059715fc5e2751489fb9237a6509d18267c18f9e8eeda139d1ed5854af3d926d

Observation 22642542-63f2-4b65-8d35-944d42d0d0fd · outbound

This paper cites https://www.h3c.com/en/d_201907/1213007_294551_0.htm.

Automating Conflict-Aware ACL Configurations with Natural Language Intents https://www.h3c.com/en/d_201907/1213007_294551_0.htm

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.726409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.785849Z digest=sha256:b95e9658d6c61e55b6fdf5d18267b49e355451b5f70b6bbc18497331f4fdfbb3

Observation 5869e2e6-7349-434b-9ac9-65e7c7971518 · outbound

This paper cites https://support.huawei.com/enterprise/en/doc/ EDOC1000178177/d8968298/configuring-a-basic-acl.

Automating Conflict-Aware ACL Configurations with Natural Language Intents https://support.huawei.com/enterprise/en/doc/ EDOC1000178177/d8968298/configuring-a-basic-acl

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.710903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.790549Z digest=sha256:4164302e847d50428777fb91d6033b83f7f3e48bbe27d54270d10e5071be140c

Observation c7193f0c-5739-4922-a938-0ba597172018 · outbound

This paper cites https://huggingface.co/.

Automating Conflict-Aware ACL Configurations with Natural Language Intents https://huggingface.co/

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.696162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.794955Z digest=sha256:aa21897653fa21431bc837b99658df839beba3683c1b3c7e09d8c04b20666332

Observation 3f11b8ee-9d67-46ec-ab59-f854b8c66db2 · outbound

This paper cites https://huggingface.co/nvidia/Llama-3.1-70B- Instruct-FP8.

Automating Conflict-Aware ACL Configurations with Natural Language Intents https://huggingface.co/nvidia/Llama-3.1-70B- Instruct-FP8

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.681668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.799362Z digest=sha256:7bf74e7702cbe938114e35a9ba91c8afceca0facd01032e302d317775787cb57

Observation b42e7126-693a-422d-8f5f-50d14a53b755 · outbound

This paper cites http://openconfig.net/.

Automating Conflict-Aware ACL Configurations with Natural Language Intents http://openconfig.net/

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.666998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.803974Z digest=sha256:ae3b2ee5d487b23f0ba1d718fb188c43c0feb77ef284a3de001127bd34a31177

Observation 67b43435-8269-4035-80ad-0ae595c8dcb2 · outbound

This paper cites https://pypi.org/project/bitarray/.

Automating Conflict-Aware ACL Configurations with Natural Language Intents https://pypi.org/project/bitarray/

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.651405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.808628Z digest=sha256:ea636e4d117ac0aa80bbc2a95b0525650226f59bd5f354676eadea37da700aa1

Observation b8168d6e-8724-4165-91f9-cec7ec26e3d0 · outbound

This paper cites https://huggingface.co/Qwen/Qwen2.5-72B- Instruct-GPTQ-Int4.

Automating Conflict-Aware ACL Configurations with Natural Language Intents https://huggingface.co/Qwen/Qwen2.5-72B- Instruct-GPTQ-Int4

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.636481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.813035Z digest=sha256:0386e7e525cb1cde2dc12366737bea8f006bb7893f19e86076ebbf63e71f2e37

Observation 0a60af99-6972-47e0-bdc2-7ef0c399e8f4 · outbound

This paper cites https://anonymous.4open.science/r/Comprehension- opensource-17C8.

Automating Conflict-Aware ACL Configurations with Natural Language Intents https://anonymous.4open.science/r/Comprehension- opensource-17C8

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.620946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.817363Z digest=sha256:f60420de2bee3ddb12a098b354bcb517879fac3ec534e4042e5cf5ebf2934b62

Observation 0014760e-bdbd-40cc-9394-7a31af5cc92e · outbound

This paper cites https://developer.cisco.com/docs/nso/guides/the-yang- data-modeling-language/.

Automating Conflict-Aware ACL Configurations with Natural Language Intents https://developer.cisco.com/docs/nso/guides/the-yang- data-modeling-language/

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.605244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.821563Z digest=sha256:2bcd1a985fe482da76a4b6b62f73a7bb95768c1e46d98c58fd740d28497af427

Observation 7ce7f57a-df09-44e5-971c-14eee26eb6a7 · outbound

This paper cites NetComplete: Practical Network-Wide Configuration Synthesis with Autocompletion.

Automating Conflict-Aware ACL Configurations with Natural Language Intents NetComplete: Practical Network-Wide Configuration Synthesis with Autocompletion

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.590202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.826023Z digest=sha256:9cf18a341fbc50703f51a5ba0d5b6aff8cbd0cb829a9c45b5a94c807d8a14074

Observation 9e41afe9-08ba-41c1-851c-a7259e19ad95 · outbound

This paper cites A Scalable, Commodity Data Center Network Architecture.

Automating Conflict-Aware ACL Configurations with Natural Language Intents A Scalable, Commodity Data Center Network Architecture

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.575534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.830355Z digest=sha256:e2c8e363e414018bf389cc08ae7c5930795139bc0d1e6b58d3b8ec1310b46ac7

Observation 5d2163bf-9a6d-49fe-8620-fc218e53754d · outbound

This paper cites A General Approach to Network Configuration Verification.

Automating Conflict-Aware ACL Configurations with Natural Language Intents A General Approach to Network Configuration Verification

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.560149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.835034Z digest=sha256:52d8ab18eaaa791e97f3d471a4a985263fe55bfd6fba9bd152caa7e39f407809

Observation 065ae7fa-fa5e-4101-b854-6b10563cb8da · outbound

This paper cites Software-Defined Network Assimilation: Bridging the Last Mile Towards Centralized Network Configuration Management with NAssim.

Automating Conflict-Aware ACL Configurations with Natural Language Intents Software-Defined Network Assimilation: Bridging the Last Mile Towards Centralized Network Configuration Management with NAssim

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.544494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.839912Z digest=sha256:b32d75b2c2dab1e45d3c1cf6f12393414623baf153615a3eb2694d442c4698ca

Observation c38012e3-3f78-4078-a5a1-d7bb84c0e1e4 · outbound

This paper cites Detecting Vague Words & Phrases in Require- ments Documents in A Multilingual Environment.

Automating Conflict-Aware ACL Configurations with Natural Language Intents Detecting Vague Words & Phrases in Require- ments Documents in A Multilingual Environment

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.529175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.845131Z digest=sha256:2403407500b2fb7f3ceafd5968523603a17edd565127ec9ab61d093320f329d1

Observation 4bf7a49b-1709-4a40-8cc5-dfd793e9258a · outbound

This paper cites Named Entity Recognition and Classi- fication in Historical Documents: A Survey.

Automating Conflict-Aware ACL Configurations with Natural Language Intents Named Entity Recognition and Classi- fication in Historical Documents: A Survey

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.514616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.849694Z digest=sha256:6c83bf39fa6816b10812e00c761682a89e6e7282581c95b565f8845419e78c3d

Observation 46c7bb6b-7a3b-4256-be79-52544e20663e · outbound

This paper cites A General Approach to Network Configuration Analysis.

Automating Conflict-Aware ACL Configurations with Natural Language Intents A General Approach to Network Configuration Analysis

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.499747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.854779Z digest=sha256:e059e786a491339e8c9668b8a8f6fb25e2ef89258b83166c3acb0c60ea3b382a

Observation bcaac95d-924e-4d6a-8d1f-670c1d55c8a1 · outbound

This paper cites Fast Control Plane Analysis Using an Abstract Repre- sentation.

Automating Conflict-Aware ACL Configurations with Natural Language Intents Fast Control Plane Analysis Using an Abstract Repre- sentation

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.484666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.859055Z digest=sha256:33bf988fe5cc1b17dc8470cc33c68137113372610e97e2a723a09cbcb976dd0e

Observation 1da30181-be64-4f94-b18f-280ea54d78b7 · outbound

This paper cites Correcting Arabic Soft Spelling Mistakes using BiLSTM-based Machine Learning.

Automating Conflict-Aware ACL Configurations with Natural Language Intents Correcting Arabic Soft Spelling Mistakes using BiLSTM-based Machine Learning

Reference 24

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T17:05:30.132565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.863505Z digest=sha256:60f03fb03f5bffdab5aa85aae5980d3a4aee6b7637970cb092a4f01f360169ed

Observation 0543dd03-45f5-4116-8d3a-359f6ac218e1 · outbound

This paper cites An Efficient System for Grammatical Error Correction on Mobile Devices.

Automating Conflict-Aware ACL Configurations with Natural Language Intents An Efficient System for Grammatical Error Correction on Mobile Devices

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.469821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.868112Z digest=sha256:c77893a1a80a2c41f46b07828de2ccae88ff0caf3b4c423123caf347780b119a

Observation 4c7a2c57-a488-4799-a045-f5b94950b0df · outbound

This paper cites Achieving High Utilization with Software-Driven WAN.

Automating Conflict-Aware ACL Configurations with Natural Language Intents Achieving High Utilization with Software-Driven WAN

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.454832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.872724Z digest=sha256:f4affb986c2f13e4602b3205b5967519338832cb17bd3976309b2663d851bdb9

Observation 4cadeedd-e73e-4d66-8d80-07f355a7358e · outbound

This paper cites Jacobs, Ricardo J.

Automating Conflict-Aware ACL Configurations with Natural Language Intents Jacobs, Ricardo J

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.439859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.876787Z digest=sha256:6b51d78e35c0884d4085cd822b25a66df6b4ae6225eaf780b06228c7075a9db1

Observation ec2d72d5-75d0-43bd-bff7-dc4682351752 · outbound

This paper cites B4: Experience with a Globally-Deployed Software Defined WAN.

Automating Conflict-Aware ACL Configurations with Natural Language Intents B4: Experience with a Globally-Deployed Software Defined WAN

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.424089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.880999Z digest=sha256:e2b14843b53fba45108e7e344f66ab60ddd62f9d6dde43f28a8df4f220667646

Observation a650bd1c-3a39-4487-a056-0a45f2e7a38f · outbound

This paper cites Survey of Hallucination in Natural Language Generation.

Automating Conflict-Aware ACL Configurations with Natural Language Intents Survey of Hallucination in Natural Language Generation

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.408122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.885209Z digest=sha256:cbf33eb2f40998ced83f9122bacae6f4a02b4d7e324eb207c75f8d5d814043ba

Observation 77187a91-ec61-4031-b907-a4c41ea5a949 · outbound

This paper cites Mistral 7B.

Automating Conflict-Aware ACL Configurations with Natural Language Intents Mistral 7B

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T17:05:29.889688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:05:29.889688Z digest=sha256:a2df92bdf9649bd8b7890b4272fa2e729925b5b38996dcea284619e0ccf7bc57

Observation c26033fe-22dc-4f28-9d7b-b8b03ef83ffb · outbound

This paper cites CEGS: Con- figuration Example Generalizing Synthesizer.

Automating Conflict-Aware ACL Configurations with Natural Language Intents CEGS: Con- figuration Example Generalizing Synthesizer

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.392630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.894279Z digest=sha256:e4c91898ff1f9e450e87f028a51fd9e70111cab6ede8a215a3345d8b58bf20db

Observation eb5efe87-bd51-41a4-b635-8fded4bdc991 · outbound

This paper cites The Nature of Data Center Traffic: Measurements & Analysis.

Automating Conflict-Aware ACL Configurations with Natural Language Intents The Nature of Data Center Traffic: Measurements & Analysis

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.378232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.898751Z digest=sha256:b686e4d9612ca484e9e4f514e2e31782eaf8edd5d84a1a7a719198340989846e

Observation 4eda787d-1800-4dc4-93fd-1cd7341190d2 · outbound

This paper cites Semi-Oblivious Traffic Engineering: The Road Not Taken.

Automating Conflict-Aware ACL Configurations with Natural Language Intents Semi-Oblivious Traffic Engineering: The Road Not Taken

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.363584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.902947Z digest=sha256:c08706e5afa69363f8343b455b957bf9fbc6856a42b5099fc2629dc7658ed2ae

Observation 7b19395f-e1e7-4a72-8395-2a661a3a7ced · outbound

This paper cites A Survey on Deep Learning for Named Entity Recognition.

Automating Conflict-Aware ACL Configurations with Natural Language Intents A Survey on Deep Learning for Named Entity Recognition

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.349669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.907446Z digest=sha256:19bb3f6c2e1b50a57875e28187fc5b82e0760ff081f656f2b5d687233e6babb2

Observation 9692a7a7-dd85-485a-8a84-f6f1e466fcbe · outbound

This paper cites HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models.

Automating Conflict-Aware ACL Configurations with Natural Language Intents HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-15T17:05:29.911936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:05:29.911936Z digest=sha256:d020929989aedfd0b68b315c2544747c3fb48f0e8335b831ed7b442ac83a9588

Observation f96af985-38e6-4289-b535-bcba378bdc36 · outbound

This paper cites Bond: Bert-Assisted Open-Domain Named Entity Recognition with Distant Supervision.

Automating Conflict-Aware ACL Configurations with Natural Language Intents Bond: Bert-Assisted Open-Domain Named Entity Recognition with Distant Supervision

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.335890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.917056Z digest=sha256:3d557d4fa24093452df493f8f2382cb6cdcc0d401bcc8576c324769fa88f8008

Observation e0eb00d2-c724-4642-8cd8-4d8c6dcb7ae4 · outbound

This paper cites Automatic Detection of Vague Words and Sentences in Privacy Policies.

Automating Conflict-Aware ACL Configurations with Natural Language Intents Automatic Detection of Vague Words and Sentences in Privacy Policies

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-08-15T17:05:30.080616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.921446Z digest=sha256:72b22199012dedb0e989997f0e5ec1a782cc48f371b708e9aaf39734503bb0d1

Observation ac272a3b-f842-45ea-968f-b60a08dbb007 · outbound

This paper cites What do LLMs Need to Synthesize Correct Router Configurations? In Proc.

Automating Conflict-Aware ACL Configurations with Natural Language Intents What do LLMs Need to Synthesize Correct Router Configurations? In Proc

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.321522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.925981Z digest=sha256:866a6d91d95f788af48a50481b1f0f83a68447490baf48763913c8714d24ec17

Observation 65045cb3-5af4-4210-8f7d-e2350673569a · outbound

This paper cites Practical Intent-driven Routing Configuration Synthesis.

Automating Conflict-Aware ACL Configurations with Natural Language Intents Practical Intent-driven Routing Configuration Synthesis

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.307844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.930407Z digest=sha256:9d4e0a9e18a6ff57374d6070e34bd96926dd351ac179176d028539c0f6cc861d

Observation e92a0dae-1f58-4d73-9a41-a2b88f15c8da · outbound

This paper cites Prompt Programming for Large Language Models: Beyond the Few-Shot Paradigm.

Automating Conflict-Aware ACL Configurations with Natural Language Intents Prompt Programming for Large Language Models: Beyond the Few-Shot Paradigm

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.293439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.934489Z digest=sha256:30cd2dc394bba18d6e51b7f8363468654f184578ac06273a46b4f636369961b3

Observation aed7a77e-8c7a-451e-947b-03c3f8514a08 · outbound

This paper cites Cantor Meets Scott: Semantic Foundations for Prob- abilistic Networks.

Automating Conflict-Aware ACL Configurations with Natural Language Intents Cantor Meets Scott: Semantic Foundations for Prob- abilistic Networks

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.279222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.938749Z digest=sha256:013d61c43328c3efea347c6cfe322ef6a2fe9df60c5e863edd3a418062300430

Observation 2532765e-f13a-4b3f-8feb-dfe99d1d8350 · outbound

This paper cites An Information-theoretic Approach to Prompt Engineering Without Ground Truth Labels.

Automating Conflict-Aware ACL Configurations with Natural Language Intents An Information-theoretic Approach to Prompt Engineering Without Ground Truth Labels

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-15T17:05:29.943186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:05:29.943186Z digest=sha256:16d5b9ab620142ae852e72379172c94d7c3d18d3ae20a754d07a15019a6ae119

Observation 80869a16-13eb-4bd9-8293-09965720a78d · outbound

This paper cites Probabilistic Verification of Network Configurations.

Automating Conflict-Aware ACL Configurations with Natural Language Intents Probabilistic Verification of Network Configurations

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.265272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.947885Z digest=sha256:89d847e4aa623c5dbc1d28fadd3a5d5fb8ef9dc32eb850b13771947cbd7acd34

Observation 9d522297-dc9c-480f-a295-d7bd362ec70d · outbound

This paper cites Detecting Network Load Violations for Distributed Control Planes.

Automating Conflict-Aware ACL Configurations with Natural Language Intents Detecting Network Load Violations for Distributed Control Planes

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.251384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.952374Z digest=sha256:4063b72b846a6bdc20a652e3cf4d72b1e6e8e2e8d35c8d3d56a2dc82380c6f88

Observation 3d12bf31-24eb-4074-9c0a-bb0e131990ed · outbound

This paper cites Robotron: Top-down Network Management at Facebook Scale.

Automating Conflict-Aware ACL Configurations with Natural Language Intents Robotron: Top-down Network Management at Facebook Scale

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.237297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.956798Z digest=sha256:131c5a2c4eaf9aa9e05585d12609d8a5a80a1a5194f2004f00f1956b0e323e08

Observation bcc5df08-d09a-4056-af88-fe0efd4d0aae · outbound

This paper cites an unresolved cited work.

Automating Conflict-Aware ACL Configurations with Natural Language Intents Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:05:30.223259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.961006Z digest=sha256:c2135816c531ea442b55da54666f31c22bd3137682d044d718d586a8ae2030ee

Observation 2f1f964b-03db-420b-83a4-40e9a3a9186e · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Automating Conflict-Aware ACL Configurations with Natural Language Intents LLaMA: Open and Efficient Foundation Language Models

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-15T17:05:29.965210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:05:29.965210Z digest=sha256:0713bea6e311360cd341a9e45ba3700156ddec0149495a603dc51a949a59e68c

Observation 112c7326-d6cc-4769-b69f-acff3b583826 · outbound

This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.

Automating Conflict-Aware ACL Configurations with Natural Language Intents Gomez, Lukasz Kaiser, and Illia Polosukhin

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.206835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.969587Z digest=sha256:21489909cba575c207a99e2f76dd2b505c061f4def5890c976dcb955caf9d9ed

Observation f18cbdaf-8aea-4f00-9ceb-dcd05c6d9ef4 · outbound

This paper cites NetConfEval: Can LLMs Facili- tate Network Configuration? Proceedings of the ACM on Networking , 2(CoNEXT2):1–25, June 2024.

Automating Conflict-Aware ACL Configurations with Natural Language Intents NetConfEval: Can LLMs Facili- tate Network Configuration? Proceedings of the ACM on Networking , 2(CoNEXT2):1–25, June 2024

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.192194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.973873Z digest=sha256:17f771a1a8aa8957fa2c241ff97b2aa3aaaa4c80d94a65fdcaa96d2ed18dea17

Observation ae13b959-c04b-4214-9a55-6e4ad1afdecf · outbound

This paper cites Making Network Configuration Human Friendly.

Automating Conflict-Aware ACL Configurations with Natural Language Intents Making Network Configuration Human Friendly

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-15T17:05:29.978202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:05:29.978202Z digest=sha256:376dccf55fc9bcf44558c7e9526a9d89c0730c312f4cc45f0290568cb1dc0073

Observation c18c2efb-880c-47f4-9057-7ef944743def · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

Automating Conflict-Aware ACL Configurations with Natural Language Intents Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:05:30.177534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.982714Z digest=sha256:bab06d4656a621072c95d0612d3b69a15f7bd68bdeff1bc6c0647c3b44ed70d0

Observation 57a0ad79-87b7-44ce-b29d-65ee9e12467f · outbound

This paper cites Step 1–5.

Automating Conflict-Aware ACL Configurations with Natural Language Intents Step 1–5

Reference 52

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T17:05:30.162373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.987252Z digest=sha256:cc734499d191276eb13f2ce2aeddcd601d01c40e2ad5608fb71fa6aa36056721

Observation 1e3ab321-0895-455c-86a4-6287944f3a79 · outbound

This paper cites 10.0.0.0/32→ 11.0.0.1/32 HTTP.

Automating Conflict-Aware ACL Configurations with Natural Language Intents 10.0.0.0/32→ 11.0.0.1/32 HTTP

Reference 53

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T17:05:30.147899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:05:29.992209Z digest=sha256:807f712ac87cfa75e9aa75639eee75f92786e2fa9afa0e26c105bece1ecd3dd0

Pith citing papers

No inbound Pith citation observations are available.