- PTAB · May 13, 2026 · IPR2025-01082 · APJ David C Mckone · IPR · Adverse judgment
The Board granted Patent Owner’s request for adverse judgment after it disclaimed the entire patent term, entering judgment against claims 1–10.
RulingsAdverse judgment- Adverse judgmentAdverse judgmentGranted
“A party may request entry of adverse judgment against itself at any time during an inter partes review proceeding. See 37 C.F.R. § 42.73(b). In addition, “[a]ctions construed to be a request for adverse judgment include: (1) Disclaimer of the involved application or patent; [and] (2) Cancellation or disclaimer of a claim such that the party has no remaining claim in the trial.” Id. Because Patent Owner has explicitly requested adverse judgment against itself pursuant to Rule 42.73(b), and has disclaimed the entire term of the ’181 patent, Patent Owner’s request for adverse judgment is granted.” slip op. at 3
NonePatents in suitUS 6,888,181 - Samsung Display Co., Ltd. v. Pictiva Displays International Ltd.All claims unpatentablePTAB · Jan 22, 2026 · IPR2024-01093 · APJ Grace Karaffa Obermann · IPR · Final written decision
Claims 1–16 are unpatentable: claims 1–13 and 15–16 on anticipation and obviousness grounds, and claim 14 on obviousness over Choulis.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“A person of ordinary skill in the art (“POSITA”) at the time of the alleged invention of the ’164 patent would have had a Bachelor’s degree in chemistry, physics, or a comparable field of study, and at least three years of research or industrial experience with organic optoelectronic light-emitting devices. An individual with additional education could have less research or industrial experience and vice versa. Pet. 12. Patent Owner repeatedly refers to “a POSITA” without addressing the definition of that term or contesting Petitioner’s proposed definition. See Resp. 1, 2 n.1, 3, 8, 9, 15–21, 23, 26, 29, 32–33, 35, 37, 38, 40, 41, 44–49, 51–57, 61, 62 (bare references to “a POSITA”). Neither party indicates that the ultimate result on patentability would change depending on the definition selected. We adopt Petitioner’s proposed definition, which is not contested, because it is consistent with the disclosures of the asserted prior art. See Ex. 1004, (code 57); Ex. 1006, code (57); Ex. 1008, code (57); Ex. 1009, code (57) (abstracts of the references asserted in the patentability challenges).” slip op. at 7
- Claim Construction › Intrinsic evidence (Phillips canons) › Specification disavowal / 'present invention' languageDisclaimer not foundTerm construed board ownDecided for petitioner
“because no information raised during the trial phase of this review changes the calculus: First and foremost, the plain terms of claim 1 include no language from which we reasonably can impose limits on the phrase “matrix material” as urged by Patent Owner. In addition, the specification includes no special definition of that phrase that supports importing Patent Owner’s proposed narrowing limitation into the claim. Furthermore, we are directed to no disclaimer of claim scope during patent prosecution that would support Patent Owner’s twice-rejected argument that the phrase “matrix material” in claim 1 excludes embedded dopants and dispersed agglomerations. And the extrinsic evidence advanced by Patent Owner during this review is ineffective to override the clear interpretation of “matrix material” that is established by the intrinsic evidence. Reply 1–7.10” slip op. at 8
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)UnpatentableNot shown unpatentableMixed
“We find that Petitioner establishes by a preponderance of the evidence that Choulis anticipates claim 13. We agree with Petitioner, in that regard, that Choulis explicitly teaches “using spin-coating as a method for depositing materials, which involves a simultaneous application process” as required by claim 13. Reply 16 (citing Pet. 40–41; Ex. 1044 ¶ 45).16 We 15 Petitioner raises Djobo as a background reference supporting that Choulis anticipates deposition of PVK by evaporation. Pet. 41. Patent Owner counters that Djobo, to the contrary, shows that Choulis does not teach deposition of PVK by evaporation. Resp. 48. In other words, both parties cite Djobo in connection with the ground based on anticipation by Choulis. Against that backdrop, we determine that Patent Owner waives any argument that Petitioner improperly cites Djobo as a background reference in support of the anticipation challenge, which is based on Choulis alone. Resp. 48 (nowhere asserting that the challenge is deficient on that basis). That waiver arises because no argument, in that regard, is raised in Patent Owner’s Response see Inst. Dec. 34 (“The Board shall deemed waived any issue not raised by Patent Owner in a timely response to the Petition . . . .”). 16 Patent Owner’s statement that “spin coating tends to cause phase separation” is not developed adequately on this record and, therefore, is further agree with Petitioner that Patent Owner “has not contested this point.” Resp. 48. “Therefore, there is no genuine dispute regarding the unpatentability of claim 13,” although Patent Owner raises “arguments concerning evaporation, which is a distinct process from spin-coating” relevant to the additional limitations of claim 14. Reply 16. We determine that Petitioner establishes by a preponderance of the evidence that Choulis anticipates claim 13. Patent Owner, however, has the better position on whether Choulis anticipates claim 14, which “includes the requirement of applying matrix materials via evaporation coating.” Reply 16. Petitioner seems to abandon that challenge in the Reply by raising arguments that appear, on this record, to bear exclusively on whether the subject matter of claim 14 would have been obvious over Choulis.17 Id. at 16–17. Those arguments are insufficient to counter Patent Owner’s reasons why Choulis does not anticipate the “evaporation coating” limitation of claim 14. Compare id., with Resp. 48. On this record, therefore, we determine that Petitioner does not establish by a preponderance of the evidence that Choulis anticipates claim 14. unpersuasive to persuade us “that Choulis does not have three matrix materials.” Sur-reply 15. That argument runs counter to Choulis’s explicit, intrinsic disclosures, which illustrate (Ex. 1004, Fig. 4) and describe (id. ¶ 30) an organic light emitting layer composed of three matrix materials. See Pet. 24–25 (citing Ex. 1004, Fig. 4, ¶ 30); see also Ex. 1003 ¶¶ 85–88 (persuasive declaration testimony of Dr. Holmes, cited at Pet. 24–25). 17 There is some confusion on this point, given that both parties sometimes collapse, into a single argument, whether Choulis anticipates or renders obvious claim 1. Compare Resp. 48, with Reply 16–17.” slip op. at 35
- Obviousness (§103) › Motivation to combine / reasonable expectation of successUnpatentableMotivation foundUnpatentable
“On this record, therefore, we determine that Choulis, at minimum, suggests that a person of ordinary skill in the art at the time of the invention would have recognized PMMA as a suitable alternative to PVK in Choulis’s Figure 4 embodiment, notwithstanding any differences raised by Patent Owner. Ex. 1004 ¶ 44. Patent Owner’s argument that no disclosure in Choulis suggests that an ordinarily skilled artisan “would have found it desirable to use PMMA in place of PVK in Choulis’s devices” misses the mark, where Choulis includes both PMMA and PVK in lists of materials suitable for use as host or matrix materials. Resp. 38; Ex. 1004 ¶ 44. “Our caselaw is clear. It’s not necessary to show that a combination is ‘the best option, only that it is a suitable option.’” Intel Corp. v. Qualcomm Inc., 21 F.4th 784, 800 (Fed. Cir. 2021). Even if Choulis does not expressly disclose substituting PMMA for PVK in the Figure 4 embodiment, “an ordinarily skilled artisan would have found it obvious to make that substitution.” Reply 10 (citing Pet. 31 (citing Ex. 1003 ¶ 100; Ex. 1044 ¶ 23)). The suggestion for that substitution is set forth unambiguously in Choulis’s listing of both “PVK” and “PMMA” as materials suitable for use as a first “host” material in Choulis’s organic functional layer; that is, “the light emitting layer” that is “described above” in Figure 4. Ex. 1004 ¶ 44. ii. Alternative Reasoning for Replacing PVK with PMMA Patent Owner counterargues that using PPMA in place of PVK would have been understood to “upset the hole and electron balance,” as well as “affect hole-charge recombination,” and “degrade the performance of the resulting OLED system.” Resp. 37. Petitioner responds with evidence that “it would have been a routine task for” an ordinarily skilled artisan “to optimize the composition of each component within the light-emitting layer to achieve the desired charge balance.” Reply 11 (citing Ex. 1004 ¶ 24). Petitioner’s response brings to light a second reason why an ordinarily” slip op. at 40
Patent outcomesUS 8,723,164 unpatentableClaim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 8,723,164 - PTAB · Nov 18, 2024 · IPR2024-00923 · APJ John F Horvath · IPR · Institution
The Board instituted IPR on claims 1–19 and 22–30 on all grounds, finding a reasonable likelihood that claim 1 is obvious over Watanabe.
RulingsInstitution decision- PTAB / AIA Trials › Discretionary denial › Fintiv (parallel litigation)Decided for petitioner
“of the related district court proceeding. Prelim. Resp. 2–9. In exercising our discretion to deny review under § 314(a), the Board may consider “events in other proceedings related to the same patent.” Consolidated Trial Practice Guide November 20192 at 58. In doing so, the Board considers and balances several factors affecting system efficiency, fairness, and patent quality. Apple Inc. v. Fintiv, Inc., IPR2020-00019, Paper 11 at 5–6 (PTAB Mar. 20, 2020) (precedential) (“Fintiv”). The Director has provided guidance on applying the Fintiv factors. Interim Procedure for Discretionary Denials in” slip op. at 7
- PTAB / AIA Trials › Discretionary denial › §325(d) same art / argumentsDecided for petitioner
“We find Patent Owner has satisfied step 1 of Advanced Bionics because Watanabe, Kishida, and Kita were previously presented to the 5 Becton, Dickinson & Co. v. B. Braun Melsungen AG, IPR2017-01586, Paper 8 (PTAB Dec. 15, 2017) (precedential as to § III.C.5, first para.). Consequently, we proceed to step 2 of Advanced Bionics and consider Becton, Dickenson factors (c), (e), and (f) to determine “whether the petitioner has demonstrated a material error by the Office.” Advanced Bionics, Paper 6 at 10. Factor (c) “focuses on the record developed by the Office in previously reviewing art or arguments” and informs “the petitioner’s showing under factors (e) and (f).” Id. Factor (e) considers whether the petitioner has sufficiently shown how the Office erred in its prior consideration of the prior art and factor (f) considers the extent to which the facts and evidence in the Petition warrant reconsideration of the prior art. Becton, Dickenson, Paper 8 at 24–25.” slip op. at 9
- Skill levelSkill level petitioner adoptedDecided for petitioner
“As noted above, the ’685 patent describes a system for digital optical image collection, processing, and organization, which applies to “any imaging system that includes interactions between optics, digital image sensors, post-capture integrated circuits and digital storage components.” Ex. 1001, 1:18–31. Artisans and inventors in such fields are not limited to electrical engineers. They include physicists and others with sufficient knowledge of the physics of optical, electronic, and opto-electronic devices. Indeed, many of the pioneering inventions needed to understand the operation of a digital camera were made by physicists, including the inventions of the transistor,7 the integrated circuit (IC),8 the digital computer,9 and the charge-coupled device (CCD).10 For at least these reasons, we find Petitioner’s assessment of the level of skill in the art to be reasonable and commensurate with the problems and solutions disclosed in the prior art. In re GPAC Inc., 57 F.3d at 1579. Accordingly, at this stage of the proceeding, we adopt as our own Petitioner’s description of a person skilled in the art. We further find Petitioner’s declarant, who (a) has a bachelor’s degree in physics as well as post-graduate education in physics and optics, (b) is a member of the Optical Society of America and the Institute of Electrical and Electronic Engineers,” slip op. at 13
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“vignetting” and “uses the in-camera software to identify at least one optical image aberration” (the “identifying aberration” limitation). Pet. 7–8. Patent Owner agrees with Petitioner’s construction of “vignetting” and argues the identifying aberration limitation need not be construed because no patentability arguments rely on the precise meaning of this term. Prelim. Resp. 15–16. At this stage of the proceeding, we decline to construe either of Petitioner’s proposed terms because their precise meaning is not needed to resolve the parties’ disputes. We discuss below the meaning of other terms whose meanings are inherently disputed by the parties’ competing patentability contentions in the context of those competing contentions. slip op. at 14
Claim construction§ 103 obviousnessDiscretionary denialcites PhillipsPatents in suitUS 10,873,685 - Microsoft Corporation / HP Inc. et al. v. Litl LLCAdverse judgmentPTAB · Oct 10, 2024 · IPR2024-00456 · APJ Garth D Baer · IPR · Adverse judgment
The Board granted Patent Owner’s request for adverse judgment after it disclaimed claims 1–9, 15–22, and 24–27.
RulingsAdverse judgment- Adverse judgmentAdverse judgmentGranted
“Rule 42.73(b) permits a party to “request judgment against itself at any time during a proceeding,” and states that “disclaimer of a claim such that the party has no remaining claim in the trial” will be construed as a request for adverse judgment. Under these circumstances, we grant Patent Owner’s motion for adverse judgment. ORDER It is: ORDERED that Patent Owner’s Motion for adverse judgment (Paper 28) is GRANTED, and FURTHER ORDERED that judgment is entered against Patent Owner with respect to claims 1–9, 15–22, and 24–27 of the ’888 patent.” slip op. at 2
NonePatents in suitUS 8,612,888 - HP Inc. / Dell Technologies Inc. et al. v. Litl LLCAdverse judgmentPTAB · Oct 1, 2024 · IPR2024-00404 · APJ Garth D Baer · IPR · Adverse judgment
The Board granted Patent Owner’s request for adverse judgment after it disclaimed all challenged claims: 1, 3, 4, 7-10, 13, 14, 16-18, and 22.
RulingsAdverse judgment- Adverse judgmentAdverse judgmentGranted
“Rule 42.73(b) permits a party to “request judgment against itself at any time during a proceeding,” and states that “disclaimer of a claim such that the party has no remaining claim in the trial” will be construed as a request for adverse judgment. Under these circumstances, we grant Patent Owner’s motion for adverse judgment.” slip op. at 2
NonePatents in suitUS 8,624,844 - Roofr Inc. v. Pictometry International Corp.All claims unpatentablePTAB · Jul 11, 2024 · IPR2023-00435 · APJ Garth D Baer · IPR · Final written decision
Claims 1–17 are unpatentable: claims 1–8, 10–13, and 15–17 as obvious over Pershing-789 and Abhyanker; claims 9 and 14 over the Pictometry combination; and claims 1–17 over Kennedy, Abhyanker, and Bailey.
RulingsFinal written decision- Skill levelSkill level patent owner adoptedPetitioner expert creditedDecided for petitioner
“We agree with Petitioner that Mr. Cummings qualifies as a skilled artisan. Pet. Reply 2–7. As Petitioner notes, the ’800 patent’s computer-related features are fairly basic—i.e., “standard computer input devices, applications, and graphical user interface elements” that “would be familiar to and understood by one” with experience like Mr. Cummings’s. Pet. Reply 5–6 (citing Ex. 1001). As we explained in our Institution Decision, “[a]lthough Mr. Cummings may lack formal computer-related education, he ‘ha[s] extensive experience using software related to construction’ including ‘decades working with software related to construction modeling and estimation.’” Paper 16, 8 (quoting Ex. 1003 ¶ 6). Mr. Cummings also “ha[s] experience collaborating with software developers to create new software in my field.” Id. In light of the ’800 patent’s basic computing features, Mr. Cummings’s experience is sufficient. In addition, we do not find it problematic that the Petition repeats certain portions of Mr. Cummings’s testimony. Though portions of the Petition may be the same as Mr. Cummings’s testimony, that does not by itself undermine the testimony’s persuasiveness or its status as evidence, nor does it mean Petitioner’s arguments are conclusory, as Patent Owner suggests. See PO Resp. 37–39.” slip op. at 6
- Expert testimonyPetitioner expert creditedDecided for petitioner
“We agree with Petitioner that Mr. Cummings qualifies as a skilled artisan. Pet. Reply 2–7. As Petitioner notes, the ’800 patent’s computer-related features are fairly basic—i.e., “standard computer input devices, applications, and graphical user interface elements” that “would be familiar to and understood by one” with experience like Mr. Cummings’s. Pet. Reply 5–6 (citing Ex. 1001). As we explained in our Institution Decision, “[a]lthough Mr. Cummings may lack formal computer-related education, he ‘ha[s] extensive experience using software related to construction’ including ‘decades working with software related to construction modeling and estimation.’” Paper 16, 8 (quoting Ex. 1003 ¶ 6). Mr. Cummings also “ha[s] experience collaborating with software developers to create new software in my field.” Id. In light of the ’800 patent’s basic computing features, Mr. Cummings’s experience is sufficient. In addition, we do not find it problematic that the Petition repeats certain portions of Mr. Cummings’s testimony. Though portions of the Petition may be the same as Mr. Cummings’s testimony, that does not by itself undermine the testimony’s persuasiveness or its status as evidence, nor does it mean Petitioner’s arguments are conclusory, as Patent Owner suggests. See PO Resp. 37–39.” slip op. at 6
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“In an inter partes review proceeding, we construe patent claims using the same standard used in a civil action under 35 U.S.C. § 282(b), including construing the claim in accordance with the ordinary and customary meaning of the claim as understood by one of ordinary skill in the art and the prosecution history pertaining to the patent. 37 C.F.R. § 42.100(b). Neither party proposes an express construction for any claim terms. Pet. 2; see generally PO. Resp. We agree that no claim terms require express construction for purposes of this Decision.” slip op. at 5
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundMixed
“Moreover, Petitioner’s proposed combination is sufficient for obviousness even if we accept Patent Owner’s proposed temporal requirement. Specifically, Petitioner’s rationale for adding Abhyanker’s user inputs (i.e., “allowing a user to designate a geographic position of a roof and to subsequently confirm that the roof location is correct would promote the accuracy of the system,” Pet. 24, 67 (emphasis added, Petitioner’s emphasis omitted)), explains why one skilled in the art would have provided Abhyanker’s lock pushpin option after placing a marker. See also Ex. 1003 ¶¶ 43, 127. Patent Owner’s argument, in contrast, assumes a skilled artisan could do no more than bodily incorporate Abhyanker’s placement and lock features without any thought as to sequence. That, however, is not the test for obviousness. See, e.g., Allied Erecting & Dismantling Co. v. Genesis Attachments, LLC, 825 F.3d 1373, 1381 (Fed. Cir. 2016); see also KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, 418 (2007) (noting that “a court can take account of the inferences and creative steps that a person of ordinary skill in the art would employ”). For these reasons, and in light of the Petition’s analysis, see Pet. 24– 25, 33–35, 67, 74, we agree with Petitioner that its proposed combination teaches “responsive to receiving the designation of the building roof structure location, providing a second computer input capable of signaling user-acceptance of the building roof structure location within the first image, wherein user-acceptance is one or more affirmative steps undertaken by the user to confirm the designation of the building roof structure location,” as claimed.6” slip op. at 11
Patent outcomesUS 10,648,800 unpatentableClaim construction§ 103 obviousnesscites KSRPatents in suitUS 10,648,800 - PTAB · May 21, 2024 · IPR2024-00222 · APJ Garth D Baer · IPR · Adverse judgment
The Board entered adverse judgment against Patent Owner on claims 1–3, 6–23, and 25–33 based on abandonment of the contest.
RulingsAdverse judgment- Adverse judgmentAdverse judgmentGranted
“Petition (Paper 2), requesting an inter partes review of claims 1–3, 6–23, and 25–33 of U.S. Patent No. 9,643,506 (Ex. 1001, “the ’506 patent”). Shenzhen Carku Technology Co. (“Patent Owner”) did not file mandatory notices despite its obligation to do so under our rules. See 37 C.F.R. § 42.8(b). In addition, the Board emailed the attorney of record listed on the ’506 patent as well as the attorney listed in the Petition’s certificate of service, but has not received any response. See Ex. 1003. Pursuant to our rules, “[a]ctions construed to be a request for adverse judgment include . . . [a]bandonment of the contest.” 37 C.F.R. § 42.73(b)(4). Patent Owner’s failure to file mandatory notices and its failure to respond to the Board’s email is consistent with abandonment of the contest. Accordingly, it is ORDERED that adverse judgment is entered against Patent Owner as to claims 1–3, 6–23, and 25–33 of the ’506 patent; and” slip op. at 2
NonePatents in suitUS 9,643,506 - Western Digital Technologies, Inc. v. Shamrock Innovations, LLCAdverse judgmentPTAB · Apr 17, 2024 · IPR2023-00754 · APJ Garth D Baer · IPR · Adverse judgment
The Board entered adverse judgment against Patent Owner as to claim 7 after Patent Owner abandoned the contest, and terminated the proceeding.
RulingsAdverse judgment- Adverse judgmentAdverse judgmentGranted
“(Paper 2, “Pet.”), requesting an inter partes review of claim 7 of U.S. Patent No. 8,060,675 B2 (Ex. 1001, “the ’675 patent”). After Shamrock Innovations, LLC (“Patent Owner”) filed a Waiver of Preliminary Response, we instituted inter partes review of claim 7. Paper 8. On January 9, 2024, Patent Owner notified the Board that it “has elected not the contest the IPR” because the patent at issue “expired August 6, 2018” and “given the limited amount of money at stake” in this case. Ex. 3001. Petitioner requests that we enter adverse judgment against Patent Owner under 37 CFR § 42.73(b) and terminate this proceeding. Ex. 3002. We construe Patent Owner’s abandonment of the contest as a request for adverse judgment. See 37 C.F.R. § 42.73(b)(4). Accordingly, it is ORDERED that adverse judgement is entered against Patent Owner as” slip op. at 2
NonePatents in suitUS 8,060,675 - Ao Kaspersky Lab v. Open Text Inc.InstitutedPTAB · Jan 29, 2024 · IPR2024-00035 · APJ Garth D Baer · IPR · Institution
The Board instituted IPR of claims 1–30, finding a reasonable likelihood that claims 1–30 are unpatentable under § 103, and granted AO Kaspersky Lab’s motion for joinder.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“which provides that an inter partes review may not be instituted unless the information presented in the Petition “shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” For the reasons described below, we institute inter partes review of all the challenged claims, and grant Petitioner’s Motion for Joinder.” slip op. at 2
- PTAB / AIA Trials › Joinder §315(c) / SAS all-or-nothingJoinder, grantedGranted
“A motion for joinder should (1) set forth reasons why joinder is appropriate; (2) identify any new grounds of unpatentability asserted in the petition; (3) explain what impact (if any) joinder would have on the trial schedule for the” slip op. at 3
NonePatents in suitUS 8,726,389 - Trend Micro, Inc. v. Open Text Inc.InstitutedPTAB · Jan 25, 2024 · IPR2023-01459 · APJ Garth D Baer · IPR · Institution
The Board instituted inter partes review of claims 1–30 based on a reasonable likelihood of unpatentability under § 103 and granted Trend Micro’s motion to join the CrowdStrike IPR.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“We have authority under 37 C.F.R. § 42.4(a) and 35 U.S.C. § 314, which provides that an inter partes review may not be instituted unless the information presented in the Petition “shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” For the reasons described below, we institute inter partes review of all the challenged claims, and grant Petitioner’s Motion for Joinder.” slip op. at 2
- PTAB / AIA Trials › Joinder §315(c) / SAS all-or-nothingJoinder, grantedGranted
“A motion for joinder should (1) set forth reasons why joinder is appropriate; (2) identify any new grounds of unpatentability asserted in the petition; (3) explain what impact (if any) joinder would have on the trial schedule for the existing review; and (4) address specifically how briefing and discovery may be simplified. See Kyocera Corp. v. SoftView LLC, Case IPR2013-00004, Paper 15 at 4 (PTAB Apr. 24, 2013).” slip op. at 4
NonePatents in suitUS 8,726,389
Holdings, summaries, rulings, issues, outcomes, winners and claim constructions shown for a decision were generated by a large language model reading the opinion. They are a guide to the decision, not the decision. Confirm every one against the court's own text before relying on it. Outcomes read from the patent owner’s side. Party names are extracted from the decision and are missing on about 900 short Director denials and scans, which carry the trial number instead.