- Arashi Vision (U.S.) LLC (D/B/A Insta360) v. Gopro, Inc.Some claims unpatentablePTAB · Dec 2, 2025 · IPR2024-01052 · APJ Brian D Range · IPR · Final written decision
Claims 1, 2, 7–12, and 17–20 are unpatentable as obvious; claims 3–6 and 13–16 were not shown unpatentable because the asserted Watanabe combinations were unsupported.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“cameras.” Pet. 6 (citing Ex. 1002 ¶¶ 36–38). Petitioner further contends “[a]n advanced graduate degree in the disciplines cited above may make up for the work experience indicated above.” Id. Patent Owner does not dispute and applies Petitioner’s proposed level of skill. PO Resp. 6. We find that Petitioner’s proposal is reasonable and consistent with the ’832 patent specification and the prior art. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (the prior art may reflect an appropriate level of skill in the art). Thus, we apply Petitioner’s proposal in our analysis.” slip op. at 13
- Prior constructionPrior construction adoptedDecided for petitioner
“In our Institution Decision, we construed “determin[ing] a viewing window for the visual content as a function of progress through the progress length” as “requiring determining a viewing window for different times of the video.” Inst. Dec. 21. Neither party disputes this construction. PO Resp. 7; Pet. Reply 1–7. We maintain this same construction.” slip op. at 13
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundDecided for petitioner
“Thomason are in the same field of endeavor. Thomason describes a camera and method for correctly orientating pictures from the camera. See, e.g., Ex. 1004 ¶¶ 1, 2 29–40, Figs. 3a–3b. In particular, Thomason is interested in rotating and cropping images to reduce the effect of poor orientation. Pet. 9 (citing Ex. 1004 ¶¶ 2, 34, 36). Pacurariu likewise describes aligning and resizing/cropping of a captured image to correct poor orientation. See, e.g., Ex. 1005 ¶¶ 1, 3, 45–56, Figs. 5A–5C. The preponderance of the evidence also supports that a person having ordinary skill in the art would have had reason to combine the Pacurariu’s teachings with Thomason to predictably improve Thomason. Thomason teaches correct rotation of video data and makes use of rotation sensor to correct rotated images. Pet. 19–21 (citing, e.g., Ex. 1004 ¶¶ 4, 27, 29, 35; Ex. 1002 ¶¶ 76–77). Pacurariu similarly uses sensors and measures tilt angle of the camera. Id at 21–22 (citing, e.g., Ex. 1005 ¶¶ 51–52, Fig. 6; Ex. 1002 ¶ 78). Pacurariu further teaches that its tilt data angle can be stored for each “video frame.” Id. at 22 (citing Ex. 1005 ¶ 52). Petitioner, with support from credible testimony of Dr. Katsaggelos, explains how the teachings of Thomason and Pacurariu could be successfully combined. Id. at 23 (citing, for example, Ex. 1002 ¶ 81). A person of ordinary skill in the art could have known that Thomason’s system could be improved by saving rotation data for each video frame and correcting images on a frame-by-frame basis. Id. at 23–24. The testimony of Dr. Katsaggelos is credible in this regard. Ex. 1002 ¶¶ 80–81. Petitioner and Dr. Katsaggelos explain the references’ teachings and, based on these teachings, assert that a person having skill in the art would have had reason to combine with reasonable expectation of success based on those teachings. Reason to combine may properly come from the references themselves. KSR Int’l Co., 550 U.S. at 418 (explaining reason to combine may come from “interrelated teachings of multiple patents”). Based on the evidence presented, Petitioner establishes by a preponderance of the evidence that a person having ordinary skill in the art would have had reason to combine the teachings of Thomason and Pacurariu with a reasonable expectation of success. Ex. 1002 ¶¶ 76–81, 89–92; Ex. 1004 ¶¶ 4, 8–9, 27, 29, 35; Ex. 1005 ¶¶ 26, 41, 46, 51–52, 55–57, Figs. 6, 7.” slip op. at 27
- Obviousness (§103) › Objective indicia / secondary considerations › NexusObjective indicia no nexusDecided for patent owner
“evaluating nexus between the claimed invention and objective evidence of nonobviousness, also referred to as secondary considerations. Lectrosonics, Inc. v. Zaxcom, Inc., IPR2018-01129, Paper 33 at 33 (PTAB Jan. 24, 2020) (precedential). We first consider whether Patent Owner has demonstrated “that its products are coextensive (or nearly coextensive) with the challenged claims,” resulting in a rebuttable presumption of nexus. Id. at 33. If not, that “does not end the inquiry into secondary considerations”; “the patent owner is still afforded an opportunity to prove nexus by showing that the evidence of secondary considerations is the ‘direct result of the unique characteristics of the claimed invention.’” Id. (quoting Fox Factory, 944 F.3d at 1373–75).” slip op. at 62
Patent outcomesUS 11,336,832 mixedClaim construction§ 103 obviousnesscites KSR · GrahamPatents in suitUS 11,336,832 - Juniper Networks, Inc. v. Monarch Networking Solutions LLCSome claims unpatentablePTAB · May 5, 2025 · IPR2024-00175 · APJ Norman H Beamer · IPR · Final written decision
Claims 7, 9–11, 13, 14, 16, and 17 are unpatentable as obvious over Biswas and Kumar; the remaining challenged claims were not shown unpatentable.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“Pet. 14 (citing Ex. 1003 ¶¶ 62–64). Patent Owner does not dispute Petitioner’s proposal. PO Resp. 8–9. Petitioner’s proposal is consistent with the level of ordinary skill in the art as reflected by the asserted prior art. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001); GPAC, 57 F.3d at 1579. On this record, the level of ordinary skill is neither in dispute nor dispositive of any challenge. For purposes of this Decision, we apply Petitioner’s articulation.” slip op. at 10
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Claim terms need only be construed to the extent necessary to resolve the controversy. Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017). The parties submit that no claim construction is necessary. Pet. 14; PO Resp. 15. We have not been presented with the need to construe any claim terms for this Decision. D.” slip op. at 11
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundDecided for petitioner
“We determine that Petitioner has provided sufficiently articulated reasoning with rational underpinnings for the proffered combined teachings of Biswas and Kumar. We are persuaded by Petitioner’s declarant’s testimony that one of ordinary skill would have known to use the masking techniques exemplified by Kumar to implement the disclosed operation in Biswas of edge routers providing hosts with port number ranges. Ex. 1003 ¶¶ 77, 97–101. Accordingly, we determine that Petitioner has proved by a preponderance of the evidence that one of ordinary skill in the art would have been motivated to combine Biswas and Kumar.” slip op. at 13
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)UnpatentableNot shown unpatentableMixed
“This disclosure is inconsistent with any suggestion that the Fangman system, when routing a telephone call to its destination, identifies the private IP address of the destination telephone by determining the port range to which the port number of the destination telephone belongs. When Fangman describes the NAPPT process, it does not indicate that port ranges are used, but rather repeatedly states that port numbers are used: The [service gateway] receives a data packet from the IP device, including a public destination IP address . . . a destination port number . . . and source information, NAPPTs the data packet, using the [public destination IP address] and the [destination port number] to identify the [IP telephone] . . . . Ex. 1024, code (57). Performing NAPPT on the data packet received from the destination may include using the public destination IP address and the destination port number to uniquely identify the IP telephone, and changing the public destination IP address to a private source IP address of the IP telephone while leaving the destination port number unchanged. Ex. 1024, 4:28–33. The SG 170 may maintain a table of semi-permanent mappings of the external IP address and ports to the internal hosts and ports. Ex. 1024, 8:49–51.” slip op. at 33
Patent outcomesUS 8,693,369 mixedClaim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 8,693,369 - Qualcomm Incorporated / Zyxel Communications Corporation v. Unm Rainforest InnovationsSome claims unpatentablePTAB · Jul 15, 2022 · IPR2021-00734 · APJ Kristen L Droesch · IPR · Final written decision
Claims 1–4, 6, and 7 are unpatentable over Talukdar and Li; claim 8 was not shown unpatentable over Talukdar and Nystrom. The motion to amend was granted.
RulingsFinal written decision- PTAB / AIA Trials › Motions to amend / substitute claimsMotion to amend, grantedGranted
“7. Conclusion Patent Owner has shown: (1) the amendment proposes a reasonable number of substitute claims; (2) the proposed substitute claims are supported in the original disclosure; (3) the amendment responds to a ground of unpatentability involved in the trial; and (4) the amendment does not seek to enlarge the scope of the claims of the patent or introduce new subject matter. Petitioner has not shown by a preponderance of the evidence that proposed substitute claims 44–47, 49, and 50 are unpatentable. Accordingly, Patent Owner’s Motion to Amend is granted.” slip op. at 82
- ExcludeMotion to exclude, deniedDenied
“Owner’s Motion to Exclude because Dr. Roy’s testimony should not be excluded under Federal Rules of Evidence 702 and 703. Rule “702 imposes a special obligation upon a trial judge to ‘ensure that any and all scientific testimony . . . is not only relevant, but reliable,’” which is a “basic gatekeeping obligation.” Kumho Tire Co. v. Carmichael, 526 U.S. 137, 147 (1999) (quoting Daubert v. Merrell Dow Pharm., Inc., 509 U.S. 579 (1993)). The policy considerations for excluding expert testimony, such as those implemented by Daubert’s gatekeeping framework, are less compelling in bench proceedings such as inter partes reviews than in jury trials because, unlike a lay jury, the Board has significant experience in evaluating expert testimony. Accordingly, the danger of prejudice in this proceeding would be considerably lower than in a lay jury trial and the wholesale exclusion of a witness’s declaration is rarely called for in a proceeding before the Board.” slip op. at 16
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundUnpatentableUnpatentable
“testimony (Ex. 1002), we are persuaded that Petitioner has set forth sufficient articulated reasoning with rational underpinning to support the conclusion that it would have been obvious to one of ordinary skill in the art to modify Talukdar’s hybrid frame that includes a first section with data configured in 802.16(e) format for 802.16(e) fixed remote units and a second section that includes data configured in 802.16(m) format for faster moving 802.16(m) mobile remote units, because it would have provided the benefit of enabling the hybrid frame to accommodate data for a greater range of remote units within Talukdar’s wireless system. See Pet. 40–42; KSR, 550 U.S. at 421.” slip op. at 43
- Obviousness (§103) › Objective indicia / secondary considerations › NexusObjective indicia no nexusDecided for petitioner
“considerations before reaching our conclusion on obviousness as to the subject matter of claim 1. See WBIP, LLC v. Kohler Co., 829 F.3d 1317, 1328 (Fed. Cir. 2016). Patent Owner asserts that there is evidence of commercial success and licensing of the ’096 Patent to industry leaders in the wireless chip industry. See PO Resp. 53–54 (citing Exs. 2007–2010; IPR2020-01576, Ex. 1028 (confidential patent license agreement filed under seal)). Exhibit 2007 is a notice regarding withdrawn claims entered in UNM Rainforest Innovations v. Dell Technologies, Inc., No. 6:20-cv-00468-ADA (W.D. Tex.). Exhibit 2008 is a notice regarding withdrawn claims entered in UNM Rainforest Innovations v. ASUSTek Computer, Inc., No. 6:20-cv- 00142-ADA (W.D. Tex.). Exhibits 2009 and 2010 are a joint motion to dismiss with prejudice, and an order of dismissal, respectively, entered in UNM Rainforest Innovations v. Apple Inc., No. 1:20-cv-00351 (W.D. Tex.). A copy of IPR2020-01576, Ex. 1028 has not been entered in the record of” slip op. at 49
Patent outcomesUS 8,265,096 mixed§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 8,265,096 - Qualcomm Incorporated / Zyxel Communications Corporation v. Unm Rainforest InnovationsSome claims unpatentablePTAB · Jul 15, 2022 · IPR2021-00375 · APJ Kristen L Droesch · IPR · Final written decision
Claims 1–4, 6, and 7 are unpatentable over Talukdar and Li; claim 8 was not shown unpatentable over Talukdar and Nystrom.
RulingsFinal written decision- ExcludeMotion to exclude, deniedDenied
“Owner’s Motion to Exclude because Dr. Roy’s testimony should not be excluded under Federal Rules of Evidence 702 and 703. Rule “702 imposes a special obligation upon a trial judge to ‘ensure that any and all scientific testimony . . . is not only relevant, but reliable,’” which is a “basic gatekeeping obligation.” Kumho Tire Co. v. Carmichael, 526 U.S. 137, 147 (1999) (quoting Daubert v. Merrell Dow Pharm., Inc., 509 U.S. 579 (1993)). The policy considerations for excluding expert testimony, such as those implemented by Daubert’s gatekeeping framework, are less compelling in bench proceedings such as inter partes reviews than in jury trials because, unlike a lay jury, the Board has significant experience in evaluating expert testimony. Accordingly, the danger of prejudice in this proceeding would be considerably lower than in a lay jury trial and the wholesale exclusion of a witness’s declaration is rarely called for in a proceeding before the Board.” slip op. at 16
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundUnpatentable
“testimony (Ex. 1002), we are persuaded that Petitioner has set forth sufficient articulated reasoning with rational underpinning to support the conclusion that it would have been obvious to one of ordinary skill in the art to modify Talukdar’s hybrid frame that includes a first section with data configured in 802.16(e) format for 802.16(e) fixed remote units and a second section that includes data configured in 802.16(m) format for faster moving 802.16(m) mobile remote units, because it would have provided the benefit of enabling the hybrid frame to accommodate data for a greater range of remote units within Talukdar’s wireless system. See Pet. 40–42; KSR, 550 U.S. at 421.” slip op. at 43
- Obviousness (§103) › Objective indicia / secondary considerations › NexusObjective indicia no nexusDecided for petitioner
“considerations before reaching our conclusion on obviousness as to the subject matter of claim 1. See WBIP, LLC v. Kohler Co., 829 F.3d 1317, 1328 (Fed. Cir. 2016). Patent Owner asserts that there is evidence of commercial success and licensing of the ’096 Patent to industry leaders in the wireless chip industry. See PO Resp. 53–54 (citing Exs. 2007–2010; IPR2020-01576, Ex. 1028 (confidential patent license agreement filed under seal)). Exhibit 2007 is a notice regarding withdrawn claims entered in UNM Rainforest Innovations v. Dell Technologies, Inc., No. 6:20-cv-00468-ADA (W.D. Tex.). Exhibit 2008 is a notice regarding withdrawn claims entered in UNM Rainforest Innovations v. ASUSTek Computer, Inc., No. 6:20-cv- 00142-ADA (W.D. Tex.). Exhibits 2009 and 2010 are a joint motion to dismiss with prejudice, and an order of dismissal, respectively, entered in UNM Rainforest Innovations v. Apple Inc., No. 1:20-cv-00351 (W.D. Tex.). A copy of IPR2020-01576, Ex. 1028 has not been entered in the record of” slip op. at 49
- Strike new argumentNew argument disregardedDecided for patent owner
“ordinary skill in the art would have been motivated to combine the teachings of Talukdar and Nystrom (i.e., because Talukdar teaches the pilot density for 802.16(e) and 802.16(m) sections of a frame could be different, Nystrom teaches pilot structures for different scenarios, and obvious to try denser pilot symbols) are outside the scope of a proper reply because they were not presented previously in the Petition. Compare Pet. Reply 18–19, with Pet. 60–68. Although Petitioner is permitted in its Reply to address issues discussed in an institution decision, Petitioner may not submit new arguments that it could have presented earlier to make out a prima facie case of unpatentability. See Consolidated Trial Practice Guide18 (“CTPG”) 73. The opportunity to address issues discussed in an institution decision does not mean to proceed in a new direction with a new approach compared to the position taken in the Petition. See id. at 74. Furthermore, a reply that raises a new issue or belatedly presents evidence may not be considered. See id. Accordingly, we decline to consider Petitioner’s belated Reply arguments and evidence asserting new reasons why a person of ordinary skill in the art” slip op. at 60
Patent outcomesUS 8,265,096 mixed§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 8,265,096 - Facebook, Inc. / Whatsapp Inc. et al. v. Uniloc 2017 LLCSome claims unpatentablePTAB · Jan 16, 2019 · IPR2017-01667 · APJ Charles J Boudreau · IPR · Final written decision
Claims 3, 6–8, 10–35, 38, and 39 are unpatentable; claims 4 and 5 were not shown unpatentable.
RulingsFinal written decision- ExcludeOther
“Response in each case. IPR2017-01667, Paper 17 (“1667 PO Resp.”); IPR2017-01668, Paper 16 (“1668 PO Resp.”). Petitioner4 then filed Replies. IPR2017-01667, Paper 24 (“1667 Reply”); IPR2017-01668, Paper 22 (“1668 Reply”). Patent Owner also filed a Motion to Exclude as Paper 21 in each case (“Mot. Excl.”), and Petitioner filed an Opposition as Paper 24 in each case (“Opp’n”). We held a consolidated oral argument in both proceedings, as well as in related proceeding IPR2017-01428, on August 30, 2018. A transcript of the oral hearing (“Tr.”) has been entered into the record of IPR2017-01667 as Paper 31 and into the record of IPR2017-01668 as Paper 29.” slip op. at 3
- PTAB / AIA Trials › Joinder §315(c) / SAS all-or-nothingJoinder, grantedGranted
“01668, Paper 6 (“1668 Prelim. Resp.”). We instituted inter partes review pursuant to 35 U.S.C. § 314 as to all challenged claims. IPR2017-01667, Paper 8 (“1667 Dec. on Inst.”); IPR2017-01668, Paper 8 (“1668 Dec. on Inst.”). During the pendency of the proceedings, Huawei Device Co., Ltd. and LG Electronics, Inc. filed a petition and motion for joinder requesting to join IPR2017-01667, which we granted. IPR2017-01667, Paper 12. Similarly, Apple Inc. filed petitions and motions for joinder requesting to join IPR2017-01667 and IPR2017-01668, which we also granted. IPR2017- 01667, Paper 29; IPR2017-01668, Paper 27.” slip op. at 3
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Term construed board ownDecided for petitioner
“1. Instant Voice Message Independent challenged claims 3, 27, and 38 recite the term “instant voice message.” In particular, claim 3 recites a messaging system that “receives an instant voice message” from one of a plurality of instant voice the Patent Trial and Appeal Board,” 83 Fed. Reg. 51,340 (Oct. 11, 2018) (to be codified at 37 C.F.R. pt. 42). message client systems, “wherein the instant voice message includes an object field including a digitized audio file.” Claims 27 and 38 recite a client platform system for “generating an instant voice message and a messaging system for transmitting the instant voice message.” Claim 27 further requires an “instant voice messaging application” that “includes a document handler system for attaching one or more files to the instant voice message.” Certain of the challenged dependent claims recite additional limitations concerning, for example, additional fields included in the instant voice message (claims 4–8), storage, deletion, or retrieval of instant voice messages (claims 10, 14, 17, 28, 31), the generation of the instant voice messages (claims 13, 18, 32), encryption/decryption of instant voice messages (claims 19, 33), compression/decompression of instant voice messages (claims 20, 34), effects indicating receipt of instant voice messages (claims 23, 35), and display of instant voice messages (claim 30). Our Institution Decision in IPR2017-01667 noted Patent Owner’s arguments regarding the “instant voice message” centered on the scope of the term. 1667 Dec. on Inst. 18, 22–23. Patent Owner had argued an implied construction in which “instant voice message” encompasses only the voice message. Id. at 19, 23. The parties were invited to brief the claim construction during trial. Id. at 19–20, 23. In its Response in IPR2017-01667, Patent Owner proposed that an “instant voice message” is “an audio file recording voice data.” 1667 PO Resp. 11–13, 15. In particular, Patent Owner relied on the specification’s use of “i.e.” to indicate lexicography in equating the “instant voice message”” slip op. at 12
Patent outcomesUS 8,724,622 mixedClaim constructioncites KSR · GrahamPatents in suitUS 8,724,622 - Symantec Corp. / Blue Coat Systems LLC v. Finjan, Inc.Some claims unpatentablePTAB · Mar 15, 2017 · IPR2015-01892 · APJ Charles J Boudreau · IPR · Final written decision
Claims 1, 2, and 6 are unpatentable over Swimmer under § 103; claims 5, 10, 11, 14, and 15 were not shown unpatentable.
RulingsFinal written decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“consideration of the Preliminary Response (Paper 7) of Patent Owner, Finjan, Inc., we instituted a trial pursuant to 35 U.S.C. § 314(a) with respect to claims 1, 2, 5, 6, 10, 11, 14, and 15 and subsequently joined Case IPR2016-00890 with the instant case. Paper 9 (“Decision on Institution” or “Dec. on Inst.”); see also Paper 30 (copy of decision instituting inter partes review in Case IPR2016-00890 and granting motion for joinder; also filed as IPR2016-00890, Paper 8).” slip op. at 2
- PTAB / AIA Trials › Joinder §315(c) / SAS all-or-nothingJoinder, grantedGranted
“1 Case IPR2016-00890 has been joined with the instant proceeding.” slip op. at 1
- Skill levelSkill level patent owner adoptedDecided for patent owner
“We determine that the differences in the declarants’ assertions are negligible and that both assessments are consistent with the ’494 patent and the referenced prior art. For the purposes of the analysis below, we adopt Dr. Medvidovic’s assessment.” slip op. at 22
- Novelty / Anticipation (§102) › Prior-art status of a reference › Printed publication / public accessibilityReference is prior artPrinted publication establishedDecided for petitioner
“As explained in Section III.B.4.a.i, supra, we are persuaded by Dr. Hall-Ellis’s testimony that Swimmer was publicly available at least as early as December 1995 and is, accordingly, prior art at least under 35 U.S.C. § 102(a),6 as well as that Exhibit 1005 represents an authentic 6 As further mentioned in Section II.B, supra, we determined in our Decision on Institution in Case IPR2016-00159 that the ’494 patent is not entitled to any earlier priority date than the November 6, 1997, filing date of the ’388 application, based on the record then before us in that case. See IPR2016- 00159, slip op. at 10–13 (PTAB May 13, 2016) (Paper 8). Because that date is more than one year after December 31, 1995, Swimmer would also be prior art under 35 U.S.C. § 102(b) based on the December 1995 publication date. copy of Swimmer and Exhibit 1010 represents an authentic copy of the Virus Bulletin Proceedings within the meaning of Federal Rule of Evidence 901. Further, Federal Rule of Evidence 401 provides that evidence is relevant if “it has any tendency to make a fact more or less probable than it would be without the evidence” and “the fact is of consequence in determining the action.” Both the Federal Circuit and the Board have recognized that there is a “low threshold for relevancy.” See, e.g., OddzOn Prods., Inc. v. Just Toys, Inc., 122 F.3d 1396, 1407 (Fed. Cir. 1997); Laird Techs., Inc. v. GrafTech Int’l Holdings, Inc., Case IPR2014-00025, slip op. at 44 (PTAB Mar. 25, 2015) (Paper 45). There is no question on this record that Swimmer is relevant to the patentability of the challenged claims in this case. Accordingly, we deny Patent Owner’s Motion to Exclude as to Exhibits 1005 and 1010.” slip op. at 62
Patent outcomesUS 8,677,494 mixedClaim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSRPatents in suitUS 8,677,494
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.