Paper Citation Record · LEDGER

Ambig-IaC: Multi-level Disambiguation for Interactive Cloud Infrastructure-as-Code Synthesis

As of 4 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2604.02382.

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

pith.paper-citation-record.v1
2604.02382 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-13T21:52:31.464672Z

measured 18 of 18 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 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

18 of 18 outbound references displayed

verified exact7
verified fuzzy4
unresolved2
parse uncertain0
malformed identifier1
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e2a56ae5-5e01-4a44-ab52-7bcb008ef3c6 · outbound

This paper cites Chinmaya Andukuri, Jan-Philipp Fr¨anken, Tobias Gerstenberg, and Noah Goodman.

Ambig-IaC: Multi-level Disambiguation for Interactive Cloud Infrastructure-as-Code Synthesis Chinmaya Andukuri, Jan-Philipp Fr¨anken, Tobias Gerstenberg, and Noah Goodman

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T21:53:20.163984Z

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.

Observation 2a05cb4b-5239-49f5-9217-45e311ca8a10 · outbound

This paper cites AIOpsLab: A Holistic Framework to Evaluate AI Agents for Enabling Autonomous Clouds.

Ambig-IaC: Multi-level Disambiguation for Interactive Cloud Infrastructure-as-Code Synthesis AIOpsLab: A Holistic Framework to Evaluate AI Agents for Enabling Autonomous Clouds

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-13T21:53:19.594280Z

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.

Observation 7e2a6dfd-082e-4f65-a824-a913f597f263 · outbound

This paper cites Multi-IaC-Eval: Benchmarking Cloud Infrastructure as Code Across Multiple Formats.

Ambig-IaC: Multi-level Disambiguation for Interactive Cloud Infrastructure-as-Code Synthesis Multi-IaC-Eval: Benchmarking Cloud Infrastructure as Code Across Multiple Formats

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-13T21:53:19.574568Z

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.

Observation 13930ac0-693d-4fdf-8e22-585f8fe4cb3b · outbound

This paper cites Mingwen Dong, Nischal Ashok Kumar, Yiqun Hu, Anuj Chauhan, Chung-Wei Hang, Shuaichen Chang, Lin Pan, Wuwei Lan, Henghui Zhu, Jiarong Jiang, Patrick Ng, and Zhiguo Wang.

Ambig-IaC: Multi-level Disambiguation for Interactive Cloud Infrastructure-as-Code Synthesis Mingwen Dong, Nischal Ashok Kumar, Yiqun Hu, Anuj Chauhan, Chung-Wei Hang, Shuaichen Chang, Lin Pan, Wuwei Lan, Henghui Zhu, Jiarong Jiang, Patrick Ng, and Zhiguo Wang

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-13T21:53:19.586426Z

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.

Observation a356adb6-98ab-4fc5-ae6c-d4878e0d8b46 · outbound

This paper cites an unresolved cited work.

Ambig-IaC: Multi-level Disambiguation for Interactive Cloud Infrastructure-as-Code Synthesis Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-05-13T21:53:20.165618Z

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.

Observation 103c7f1c-e62b-4ed8-a733-cb423265705b · outbound

This paper cites an unresolved cited work.

Ambig-IaC: Multi-level Disambiguation for Interactive Cloud Infrastructure-as-Code Synthesis Unresolved cited work

Reference 6

Resolution: malformed identifier; raw_fallback, observed 2026-05-13T21:53:20.167240Z

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.

Observation 0a42eee3-dfad-4dbc-8fb8-628f395534bc · outbound

This paper cites an unresolved cited work.

Ambig-IaC: Multi-level Disambiguation for Interactive Cloud Infrastructure-as-Code Synthesis Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-13T21:53:20.158909Z

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.

Observation 37c27091-e25a-49e7-9b42-3fb3e1c8e915 · outbound

This paper cites Google Cloud.

Ambig-IaC: Multi-level Disambiguation for Interactive Cloud Infrastructure-as-Code Synthesis Google Cloud

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T21:53:20.162255Z

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.

Observation b51d8d38-8986-423f-89a6-dc708cb038d3 · outbound

This paper cites Accessed: 2026-03-31.

Ambig-IaC: Multi-level Disambiguation for Interactive Cloud Infrastructure-as-Code Synthesis Accessed: 2026-03-31

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T21:53:20.160530Z

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.

Observation 3f847d47-8c91-40c4-b603-05547912d9e6 · outbound

This paper cites Active Task Disambiguation with LLMs.

Ambig-IaC: Multi-level Disambiguation for Interactive Cloud Infrastructure-as-Code Synthesis Active Task Disambiguation with LLMs

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T21:53:19.589182Z

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.

Observation b0901495-9696-4a5d-9747-f4f4bbec6c82 · outbound

This paper cites Interactive Code Generation via Test-Driven User-Intent Formalization.

Ambig-IaC: Multi-level Disambiguation for Interactive Cloud Infrastructure-as-Code Synthesis Interactive Code Generation via Test-Driven User-Intent Formalization

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-13T21:53:19.591657Z

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.

Observation e57c84e5-384e-4057-a813-b6cd036c6d69 · outbound

This paper cites Sewon Min, Julian Michael, Hannaneh Hajishirzi, and Luke Zettlemoyer.

Ambig-IaC: Multi-level Disambiguation for Interactive Cloud Infrastructure-as-Code Synthesis Sewon Min, Julian Michael, Hannaneh Hajishirzi, and Luke Zettlemoyer

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T21:53:20.169056Z

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.

Observation 524ecc3f-f0bd-492a-8ff8-46b796f8b699 · outbound

This paper cites author Michael, J.

Ambig-IaC: Multi-level Disambiguation for Interactive Cloud Infrastructure-as-Code Synthesis author Michael, J

Reference 13

Resolution: metadata mismatch; doi, observed 2026-05-13T21:53:19.433689Z

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.

Observation a9802038-8839-4579-b242-844da02fe6cf · outbound

This paper cites URLhttps://doi.org/10.1145/3660810.

Ambig-IaC: Multi-level Disambiguation for Interactive Cloud Infrastructure-as-Code Synthesis URLhttps://doi.org/10.1145/3660810

Reference 14

Resolution: verified exact; doi, observed 2026-05-13T21:53:19.439619Z

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.

Observation 2f7265e3-fe49-4f9b-8bc6-af49eb6723df · outbound

This paper cites A Survey of using Large Language Models for Generating Infrastructure as Code.

Ambig-IaC: Multi-level Disambiguation for Interactive Cloud Infrastructure-as-Code Synthesis A Survey of using Large Language Models for Generating Infrastructure as Code

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-13T21:53:19.578146Z

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.

Observation ce02cf37-730d-4c74-b728-0470b039767f · outbound

This paper cites Vijayvargiya, X.

Ambig-IaC: Multi-level Disambiguation for Interactive Cloud Infrastructure-as-Code Synthesis Vijayvargiya, X

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T21:53:19.581024Z

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.

Observation cd85342c-f3f1-4311-8cd6-c5e6fce82f2b · outbound

This paper cites 2025 , publisher =.

Ambig-IaC: Multi-level Disambiguation for Interactive Cloud Infrastructure-as-Code Synthesis 2025 , publisher =

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T21:53:19.437197Z

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.

Observation 9d910914-235d-436a-94c7-096fa21b5fbe · outbound

This paper cites 11 Preprint.

Ambig-IaC: Multi-level Disambiguation for Interactive Cloud Infrastructure-as-Code Synthesis 11 Preprint

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-13T21:53:19.583588Z

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.

Pith citing papers

No inbound Pith citation observations are available.