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Paper Citation Record · LEDGER

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references

As of 23 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 1 inbound Pith citation observation for arXiv:2412.00978.

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

pith.paper-citation-record.v1
2412.00978 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T04:53:00.120557Z

measured 27 of 27 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T19:27:04.813845Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

26 of 26 outbound references displayed

  • verified exact8
  • verified fuzzy7
  • unresolved6
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8a4349ce-9f94-4a5f-a4d5-af20a039fb07 · outbound

This paper cites Francesco Lissoni, Patrick Llerena, Maureen Mckelvey, and Bulat Sanditov.

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references Francesco Lissoni, Patrick Llerena, Maureen Mckelvey, and Bulat Sanditov

Reference 6

Resolution
verified exact
doi, observed 2026-08-12T04:53:00.221003Z

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.

source=pdf_text observed=2026-08-12T04:53:00.055961Z digest=sha256:7c5a8285ed6c79f7abe2a46193921a2254652ceb924ffa521313384e9378de3f

Observation d5ac5d87-fb4f-440d-97b3-81248f161d31 · outbound

This paper cites [Online; ac- cessed 20-April-2022].

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references [Online; ac- cessed 20-April-2022]

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:53:00.634957Z

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.

source=pdf_text observed=2026-08-12T04:53:00.031142Z digest=sha256:1d19a1a21ded0a8f804209a296f0614f8fa9ee62cc941ee1d9bcefe9431def77

Observation 9f25752e-7204-4924-bc02-54dd0b7298fd · outbound

This paper cites an unresolved cited work.

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references Unresolved cited work

Reference 10

Resolution
malformed identifier
no resolver link, observed 2026-08-12T04:53:00.035586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:53:00.035586Z digest=sha256:8df50d943e69aca82d3a7695edb71507b27ac44b44fdc173e6531a7225e7c8ee

Observation 3f72b0f2-4181-46c0-86b9-1e562237e31f · outbound

This paper cites Steffen Lemke, Anne Witthake, and Isabella Peters.

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references Steffen Lemke, Anne Witthake, and Isabella Peters

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-12T04:53:00.041456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:53:00.041456Z digest=sha256:05ea9936a0fa73ed5a8ce840a2eeffc2134082c8aa03871b0bef6a2db0ef289c

Observation e47d425f-b62a-4a1d-a58a-af33244ab3e8 · outbound

This paper cites Bernd M¨ uller, Christoph Poley, Jana P¨ ossel, Alexandra Hagelstein, and Thomas G¨ ubitz.

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references Bernd M¨ uller, Christoph Poley, Jana P¨ ossel, Alexandra Hagelstein, and Thomas G¨ ubitz

Reference 16

Resolution
verified exact
doi, observed 2026-08-12T04:53:00.192083Z

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.

source=pdf_text observed=2026-08-12T04:53:00.065334Z digest=sha256:7a7a40128b95b54fa54f3370ee19411438f932f60490681f1a2d0b44757b0fe5

Observation 722a064f-8526-4943-9248-cea091656b1d · outbound

This paper cites nist.gov/div898/software/dataplot/refman2/auxillar/cosdist.htm.

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references nist.gov/div898/software/dataplot/refman2/auxillar/cosdist.htm

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:53:00.621649Z

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.

source=pdf_text observed=2026-08-12T04:53:00.074945Z digest=sha256:7311a7f43d72cb52dc72779648054ee7d74a9893c91f1d46dd95d53d2de99c7c

Observation ebe6f997-63c3-4a46-a51c-5e211217725e · outbound

This paper cites [Online; accessed 20-April-2022].

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references [Online; accessed 20-April-2022]

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:53:00.594360Z

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.

source=pdf_text observed=2026-08-12T04:53:00.090664Z digest=sha256:305bffd8349de171e5c69908c477161b1387699e7247d3a72af41a37b07ebdfe

Observation 4aaf154c-5228-473d-afcc-53b195a60edd · outbound

This paper cites doi: https://doi.org/10.1016/ j.wpi.2014.03.002.

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references doi: https://doi.org/10.1016/ j.wpi.2014.03.002

Reference 22

Resolution
malformed identifier
raw_fallback, observed 2026-08-12T04:53:00.580217Z

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.

source=pdf_text observed=2026-08-12T04:53:00.100448Z digest=sha256:0c50245a3649100b570156ece693fa55a4b660fd543ce1b9e6af83db2b9f52dd

Observation b0539984-d971-4e58-a8f7-ffc3ba5670ca · outbound

This paper cites University patenting in germany before and after 2002: what role did the professors’ privilege play? Industry and Innovation, 19(1):23–44,.

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references University patenting in germany before and after 2002: what role did the professors’ privilege play? Industry and Innovation, 19(1):23–44,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:53:00.566287Z

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.

source=pdf_text observed=2026-08-12T04:53:00.106474Z digest=sha256:62eb053d7d5891294aa748d9a373ecbf2ac9ced704b8f884488a1e84541928cf

Observation 5499c25e-83a5-4f66-aac4-c42134d380f9 · outbound

This paper cites an unresolved cited work.

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references Unresolved cited work

Reference 24

Resolution
verified exact
raw_fallback, observed 2026-08-12T04:53:00.402816Z

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.

source=pdf_text observed=2026-08-12T04:53:00.111947Z digest=sha256:d43d51fa9d5ab8ee75620847d2372b6eee5046af9ff8941a77fdfe49040979ad

Observation f8910b15-11ac-48ed-a047-367b6aa1b1c8 · outbound

This paper cites Improving reference mining in patents with BERT.

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references Improving reference mining in patents with BERT

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-08-12T04:53:00.324320Z

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.

source=pdf_text observed=2026-08-12T04:53:00.115996Z digest=sha256:0083d38ce854ce25c490742d3e036e9790260f654f620f2ef1b95810c17c3dd4

Observation 72ca95f7-7804-4a31-a10f-381b06595ec9 · outbound

This paper cites an unresolved cited work.

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-12T04:53:00.120557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:53:00.120557Z digest=sha256:248e08cefe03f2dba3c457cc8fdacda4a98b1aada5297fd307667e6b31012924

Observation a4b19623-8ef9-4b0c-98d6-964317b75659 · outbound

This paper cites ncbi.nlm.nih.gov/pmc/.

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references ncbi.nlm.nih.gov/pmc/

Reference 2000

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:53:00.607481Z

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.

source=pdf_text observed=2026-08-12T04:53:00.080144Z digest=sha256:15b953231f8de3b3e7f047982d66b981ebc2b051cf0ed76908a5c9d807d5acda

Observation 5d1deb97-2478-401d-9e0a-190443569bdc · outbound

This paper cites 1.44.14279.

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references 1.44.14279

Reference 2002

Resolution
unresolved
no resolver link, observed 2026-08-12T04:52:59.993141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:52:59.993141Z digest=sha256:669c307ac608f09d19adf9d1f539a80abda8a6161bfa0b218d5e7a9d721c4201

Observation 63a2eb32-95cc-456b-b1cc-7d16a5e32e79 · outbound

This paper cites 2007.355.

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references 2007.355

Reference 2007

Resolution
malformed identifier
no resolver link, observed 2026-08-12T04:53:00.095808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:53:00.095808Z digest=sha256:5ba983ff809fcc3d0361fb3f01d7404b189b28790fd1de142da13366da06a26b

Observation 25720fc9-5fea-4bae-b0cb-dcfaa35bd830 · outbound

This paper cites Francesco Lissoni, Peter Lotz, Jens Schovsbo, and Adele Treccani.

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references Francesco Lissoni, Peter Lotz, Jens Schovsbo, and Adele Treccani

Reference 2008

Resolution
verified exact
doi, observed 2026-08-12T04:53:00.206199Z

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.

source=pdf_text observed=2026-08-12T04:53:00.060831Z digest=sha256:5a70f454d6594c4adaa869c57f4a2532b0a583eac34b48746901cf174e409050

Observation 7079b558-2994-4892-bc88-68a824061d25 · outbound

This paper cites an unresolved cited work.

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references Unresolved cited work

Reference 2012

Resolution
metadata mismatch
raw_fallback, observed 2026-08-12T04:53:00.480309Z

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.

source=pdf_text observed=2026-08-12T04:53:00.021206Z digest=sha256:1878ee8a23a49c53f624b115638d8a77a025954f7871b187256f23635a8eace3

Observation 521d57f1-e94f-42b0-a7f5-08c40c0381f0 · outbound

This paper cites Deutsches Institut f¨ ur Medizinische Dokumentation und Information (DIMDI).

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references Deutsches Institut f¨ ur Medizinische Dokumentation und Information (DIMDI)

Reference 2013

Resolution
metadata mismatch
raw_fallback, observed 2026-08-12T04:53:00.554099Z

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.

source=pdf_text observed=2026-08-12T04:53:00.006790Z digest=sha256:2351622a0d0fbf494f007fd4d72c980df8b5261c826b74d75d332f539265d9c3

Observation df8ced0e-49c9-47b1-9cb4-e43211d968d2 · outbound

This paper cites Dirk Brockmann.

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references Dirk Brockmann

Reference 2014

Resolution
unresolved
no resolver link, observed 2026-08-12T04:52:59.997978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:52:59.997978Z digest=sha256:cfe9be4697db9f4546768c989797c5afe2d9133450d16399736c9a4f69bf8744

Observation 208c9e1f-2093-401e-8c51-e1dd3604402b · outbound

This paper cites Friedrich, and Juliane Fluck.

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references Friedrich, and Juliane Fluck

Reference 2016

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:53:00.648729Z

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.

source=pdf_text observed=2026-08-12T04:53:00.025727Z digest=sha256:43f5b29a1e62e62b418b0f0bc6ad27ee33b5ddb8ce6c78cc18f36a0530034692

Observation 8d6c763c-e5d4-4baa-a6c9-527b03e09702 · outbound

This paper cites URL https://www.livivo.de.

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references URL https://www.livivo.de

Reference 2017

Resolution
verified exact
doi, observed 2026-08-12T04:53:00.176921Z

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.

source=pdf_text observed=2026-08-12T04:53:00.070047Z digest=sha256:5f1a7035b6d21d6171e0e4655016990e8c9853ddd784861027b1cc07368bcf2b

Observation 02ed9ce9-f998-4712-9887-470ad4acdab0 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-12T04:53:00.015741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:53:00.015741Z digest=sha256:09e2d0f9f6fc11465f57f35ae2803988d0788f0ba42a1542d1d7db92c673e44f

Observation 18acf8b9-f456-4378-801d-80546c8f7c42 · outbound

This paper cites [Online; accessed 1- September-2020].

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references [Online; accessed 1- September-2020]

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:53:00.662083Z

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.

source=pdf_text observed=2026-08-12T04:53:00.011083Z digest=sha256:feb16d258a183d0884cc33ae481ed19b519f48a85c7a4039767b170a8a535ffc

Observation bf8127c9-d66b-4b12-8b57-3f31c86cfac1 · outbound

This paper cites Charlotta Dahlborg, Danielle Lewensohn, and Carl Johan Sundberg.

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references Charlotta Dahlborg, Danielle Lewensohn, and Carl Johan Sundberg

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-12T04:53:00.002370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:53:00.002370Z digest=sha256:76bdaceb3190a3e663cb831d557073c814532bf983f8250b48c4960f20f661d1

Observation 8d192524-e4f6-4d12-8cbe-794305448a90 · outbound

This paper cites Klaus Lippert and Konrad U.

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references Klaus Lippert and Konrad U

Reference 2022

Resolution
verified exact
doi, observed 2026-08-12T04:53:00.250110Z

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.

source=pdf_text observed=2026-08-12T04:53:00.046601Z digest=sha256:df7fea7adfd801d7b0d1f46857c79dea336bfef15b08ffae0f0d4c5bbe5c9b6e

Observation ecfdabf9-1949-4912-b696-4b6063620b33 · outbound

This paper cites doi: 10.1007/978-3-658-43683-4.

Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references doi: 10.1007/978-3-658-43683-4

Reference 2024

Resolution
verified exact
doi, observed 2026-08-12T04:53:00.234198Z

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.

source=pdf_text observed=2026-08-12T04:53:00.051424Z digest=sha256:aac2360713ce2ac7051f5092c0d1e70f1258d89623ee33ea8a67cce63b0c4f25

Pith citing papers

Observation 1b4eb98a-e7a9-4026-822f-bf1f1cdba0c2 · inbound

From scratch to silver: Creating trustworthy training data for patent-SDG classification using Large Language Models cites this paper.

From scratch to silver: Creating trustworthy training data for patent-SDG classification using Large Language Models Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:04.813845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T19:27:04.813845Z digest=sha256:d7b29a66fdaa82dba1fc96a69a0ecc338c4d47e614ecd8191c5f6c26e50d8a6c