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Paper Citation Record · LEDGER

Modular Design Patterns for Hybrid Learning and Reasoning Systems: a taxonomy, patterns and use cases

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2102.11965.

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

pith.paper-citation-record.v1
2102.11965 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:22:47.221903Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T07:47:45.180077Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 156c4a30-7e05-4e7c-9c1b-b7b6717e2161 · inbound

Stitching Gaps: Fusing Situated Perceptual Knowledge with Vision Transformers for High-Level Image Classification cites this paper.

Stitching Gaps: Fusing Situated Perceptual Knowledge with Vision Transformers for High-Level Image Classification Modular Design Patterns for Hybrid Learning and Reasoning Systems: a taxonomy, patterns and use cases

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-24T03:33:50.866857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-24T03:31:32.601389Z digest=sha256:b3d38f44eca7dc5e29a4642d133c53b36385ff6b86db66cbd185277bfba39d0c

Observation 780f8ed1-8714-42e9-a61a-ac852ecf6761 · inbound

Defining neurosymbolic AI cites this paper.

Defining neurosymbolic AI Modular Design Patterns for Hybrid Learning and Reasoning Systems: a taxonomy, patterns and use cases

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-06T17:22:47.221903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:47.221903Z digest=sha256:d352e405d2e41ed028922cc7b617c556f52c48de209552b9aafac1bd9eeac263

Observation 9029bd65-63f2-48b4-a908-31b6b3e8f1f7 · inbound

A Neurosymbolic Prolog Skill for LLM-Driven Service Placement cites this paper.

A Neurosymbolic Prolog Skill for LLM-Driven Service Placement Modular Design Patterns for Hybrid Learning and Reasoning Systems: a taxonomy, patterns and use cases

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-07-03T07:47:45.181513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-06-27T11:43:57.602045Z digest=sha256:ae2fdc3bc4b803bec026208c710df6583cfc6864e110af8c0af2f761fbcfb457