Paper Citation Record · LEDGER

Define-ML: An Approach to Ideate Machine Learning-Enabled Systems

As of 22 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2506.20621.

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

pith.paper-citation-record.v1
2506.20621 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:46:43.510141Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

19 of 19 outbound references displayed

verified exact1
verified fuzzy18
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ac461c2d-a819-4059-bdd5-442c724bdb40 · outbound

This paper cites A meta- summary of challenges in building products with ml components– collecting experiences from 4758+ practitioners,.

Define-ML: An Approach to Ideate Machine Learning-Enabled Systems A meta- summary of challenges in building products with ml components– collecting experiences from 4758+ practitioners,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:46:45.921393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 200a2a99-0bdf-4837-bdc9-ded7dd4a6dfa · outbound

This paper cites Lean inception: how to align people and build the right product,.

Define-ML: An Approach to Ideate Machine Learning-Enabled Systems Lean inception: how to align people and build the right product,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:46:45.907049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d72f6403-c3b7-4ff6-97f9-3256f67dfe99 · outbound

This paper cites Status quo and problems of requirements engineering for machine learning: Results from an international survey,.

Define-ML: An Approach to Ideate Machine Learning-Enabled Systems Status quo and problems of requirements engineering for machine learning: Results from an international survey,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:46:45.891238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 59c36f87-b45d-45ea-a2b1-ca94a321f475 · outbound

This paper cites Naming the Pain in Machine Learning-Enabled Systems Engineering.

Define-ML: An Approach to Ideate Machine Learning-Enabled Systems Naming the Pain in Machine Learning-Enabled Systems Engineering

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:46:43.645532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e3bb2436-6b27-435e-9b82-562573a28196 · outbound

This paper cites A model for technology transfer in practice,.

Define-ML: An Approach to Ideate Machine Learning-Enabled Systems A model for technology transfer in practice,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:46:45.848215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9c0f272e-6a31-44da-b0a5-b287b5a18d72 · outbound

This paper cites Design thinking,.

Define-ML: An Approach to Ideate Machine Learning-Enabled Systems Design thinking,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:46:45.654989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f4d43fa8-e8ea-4e7e-9325-84112060fa27 · outbound

This paper cites Banfield, C.

Define-ML: An Approach to Ideate Machine Learning-Enabled Systems Banfield, C

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:46:45.486993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation caf09f20-e16f-4bfa-9210-034d474226ac · outbound

This paper cites Ries,The lean startup: How today’s entrepreneurs use continuous innovation to create radically successful businesses.

Define-ML: An Approach to Ideate Machine Learning-Enabled Systems Ries,The lean startup: How today’s entrepreneurs use continuous innovation to create radically successful businesses

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:46:45.321822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1ac64cbb-08cc-4f58-8522-a53013e280dc · outbound

This paper cites Mix & match machine learning: An ideation toolkit to design machine learning-enabled solutions,.

Define-ML: An Approach to Ideate Machine Learning-Enabled Systems Mix & match machine learning: An ideation toolkit to design machine learning-enabled solutions,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:46:45.150966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 92ed3fc5-c004-4a72-b8b2-c15ad483d3e6 · outbound

This paper cites Creating design resources to scaffold the ideation of ai concepts,.

Define-ML: An Approach to Ideate Machine Learning-Enabled Systems Creating design resources to scaffold the ideation of ai concepts,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:46:44.969851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 834735bb-8cf3-4a28-8d8f-2831ec613711 · outbound

This paper cites Investigating how practitioners use human-ai guidelines: A case study on the people+ ai guidebook,.

Define-ML: An Approach to Ideate Machine Learning-Enabled Systems Investigating how practitioners use human-ai guidelines: A case study on the people+ ai guidebook,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:46:44.836939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ae26f411-d8b3-4933-9f7d-ba7f6942e1f2 · outbound

This paper cites Identify- ing concerns when specifying machine learning-enabled systems: A perspective-based approach,.

Define-ML: An Approach to Ideate Machine Learning-Enabled Systems Identify- ing concerns when specifying machine learning-enabled systems: A perspective-based approach,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:46:44.650392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9913cd77-195b-4f27-a31c-75dcee9acf86 · outbound

This paper cites A systematic mapping study and practitioner insights on the use of software engineering practices to develop mvps,.

Define-ML: An Approach to Ideate Machine Learning-Enabled Systems A systematic mapping study and practitioner insights on the use of software engineering practices to develop mvps,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:46:44.530974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8dcac52a-18c7-4ad4-aaf7-5b908caf5406 · outbound

This paper cites Lessons learned to improve the ux practices in agile projects involving data science and process automation,.

Define-ML: An Approach to Ideate Machine Learning-Enabled Systems Lessons learned to improve the ux practices in agile projects involving data science and process automation,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:46:44.353397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e12c8b5c-cf40-47a7-866d-b9e12a0f9727 · outbound

This paper cites Lean r&d: An agile research and development approach for digi- tal transformation,.

Define-ML: An Approach to Ideate Machine Learning-Enabled Systems Lean r&d: An agile research and development approach for digi- tal transformation,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:46:44.143827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 35d380d3-e6f4-4f0b-8ffa-49356c97eb13 · outbound

This paper cites Experiences applying lean r&d in industry-academia collaboration projects,.

Define-ML: An Approach to Ideate Machine Learning-Enabled Systems Experiences applying lean r&d in industry-academia collaboration projects,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:46:43.987328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 51d94b34-c21c-4af6-84be-6241c9d792ef · outbound

This paper cites Runeson, M.

Define-ML: An Approach to Ideate Machine Learning-Enabled Systems Runeson, M

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:46:43.921525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 82dc71ca-852d-42a4-965c-2f3e2ff8dfe5 · outbound

This paper cites The tame project: Towards improvement-oriented software environments,.

Define-ML: An Approach to Ideate Machine Learning-Enabled Systems The tame project: Towards improvement-oriented software environments,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:46:43.820593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ca3e4d24-f923-4050-a8fa-28a377ae1cce · outbound

This paper cites Perceived usefulness, perceived ease of use, and user acceptance of information technology,.

Define-ML: An Approach to Ideate Machine Learning-Enabled Systems Perceived usefulness, perceived ease of use, and user acceptance of information technology,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:46:43.717744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.