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Paper Citation Record · LEDGER

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation

As of 13 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 1 inbound Pith citation observation for arXiv:2411.19408.

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

pith.paper-citation-record.v1
2411.19408 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T10:15:29.719462Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-11T20:46:04.923901Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

25 of 25 outbound references displayed

  • verified exact0
  • verified fuzzy24
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4ae17196-9005-498c-9512-169f02816064 · outbound

This paper cites Hybrid Soft Electrostatic Metamaterial Gripper for Multi- surface, Multi-object Adaptation,.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation Hybrid Soft Electrostatic Metamaterial Gripper for Multi- surface, Multi-object Adaptation,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:15:30.137912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:15:29.601566Z digest=sha256:5e3ed87364b3289761e9bef3e824a55afab88fbbd03ab8f2b1cff18725d6955a

Observation e543b7e4-cf0d-4d72-8445-3508ce1b9e33 · outbound

This paper cites Soft Robotics for Chemists,.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation Soft Robotics for Chemists,

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-12T10:15:30.123257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:15:29.607055Z digest=sha256:76f8c4bca841fb56b809cdb64b5344930e1a584081e20527fc6238980de279f2

Observation 7be3a65b-e0ef-4f77-923f-adc9b32fb509 · outbound

This paper cites SoRoForge: End-to-End Soft Actuator Design,.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation SoRoForge: End-to-End Soft Actuator Design,

Reference 3

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raw_fallback, observed 2026-08-12T10:15:30.108381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:15:29.612188Z digest=sha256:743b83c358c819138d65ee2f282082e4ffa6ea92fa5af7c4de9281daf317f233

Observation 09914119-1775-4fde-bab9-b38223c01fc0 · outbound

This paper cites Towards Bespoke Soft Grip- pers through V oxel-Scale Metamaterial Topology Optimisation,.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation Towards Bespoke Soft Grip- pers through V oxel-Scale Metamaterial Topology Optimisation,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:15:30.093856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:15:29.617521Z digest=sha256:9c7fe5295ae1ae0edf2ee37f3a926aa176a35eb09b8c13c23ec5779a9a5c3944

Observation 9cd2c544-5f16-4163-bfe6-f56553f8b8a5 · outbound

This paper cites Diversity-Based Topology Optimization of Soft Robotic Grippers,.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation Diversity-Based Topology Optimization of Soft Robotic Grippers,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:15:30.077996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:15:29.622446Z digest=sha256:5ae811b02b0d9b9ec8ef63c9562e6b9e6ab094a2c1ce7cbaf697c9743e634fee

Observation 337a6ce9-1e89-4bc1-ba13-368ff7f1c56b · outbound

This paper cites Evolutionary Seeding of Diverse Structural Design Solutions via Topology Optimization,.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation Evolutionary Seeding of Diverse Structural Design Solutions via Topology Optimization,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:15:30.062306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:15:29.627394Z digest=sha256:929a46658a0b7c7056060acd9f3c5227d16fcfe0b2dadb77ae34ab361ede88bf

Observation bd3773be-ce5d-4d0a-be0f-9086e1884c9f · outbound

This paper cites The need for reproducible research in soft robotics,.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation The need for reproducible research in soft robotics,

Reference 7

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raw_fallback, observed 2026-08-12T10:15:30.045567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:15:29.632605Z digest=sha256:bf2ab43002130a46944a49bde9c015e42f5310708079dd8605e27e62a4001b5f

Observation e7e2c9ed-7113-439f-98fa-c31f5e721256 · outbound

This paper cites Hard questions for soft robotics,.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation Hard questions for soft robotics,

Reference 8

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verified fuzzy
raw_fallback, observed 2026-08-12T10:15:30.028804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:15:29.637181Z digest=sha256:eb0d68501281faa67436f4564251b09354a507038fcfc05d63f804f4bc3b492d

Observation 51c80be4-f4c1-4262-ba09-0720f4bf9791 · outbound

This paper cites Predicting Grasp Success with a Soft Sensing Skin and Shape- Memory Actuated Gripper,.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation Predicting Grasp Success with a Soft Sensing Skin and Shape- Memory Actuated Gripper,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:15:30.012235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:15:29.641639Z digest=sha256:85c2997e6a9c34dc9f186e5baa748749fc92bda6641c941f28cca05f47f33041

Observation 1827d178-76f3-4f73-91d7-2d7e0f9aacbc · outbound

This paper cites A comprehensive dataset of grains for granular jamming in soft robotics: Grip strength and shock absorption,.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation A comprehensive dataset of grains for granular jamming in soft robotics: Grip strength and shock absorption,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:15:29.995802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:15:29.646316Z digest=sha256:2c412df2d4d5a0e5f6ca43fb0d953b3e73c0155595dc6f83b92d6bf4957efcd9

Observation 28776dcb-cfc3-447f-91f0-b90196e0f7e5 · outbound

This paper cites Young and R.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation Young and R

Reference 11

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verified fuzzy
raw_fallback, observed 2026-08-12T10:15:29.981440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:15:29.650872Z digest=sha256:2faaeaec58980095ca356eceaeb91d7962fda72e0585c7da64356f0ddd58989f

Observation 1eee3db1-e131-481a-9378-4c7732c0f59a · outbound

This paper cites Sensorized Reconfigurable Soft Robotic Gripper System for Automated Food Handling,.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation Sensorized Reconfigurable Soft Robotic Gripper System for Automated Food Handling,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:15:29.967234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:15:29.656001Z digest=sha256:5f526aa7da1a08ca55149506817b662bb6dd5cc0eaec346feb7b9d5f97a7d2ba

Observation 3eb23500-9979-49c2-936e-71204e2661ef · outbound

This paper cites Towards assessing com- pliant robotic grasping from first-object perspective via instrumented objects,.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation Towards assessing com- pliant robotic grasping from first-object perspective via instrumented objects,

Reference 13

Resolution
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raw_fallback, observed 2026-08-12T10:15:29.950891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:15:29.660559Z digest=sha256:27ee8651843be082b239fb6f4749e446fde1a7481e080cac4343720e8650119f

Observation 4d0321ed-cad5-44d8-9c16-8d43a5ca7712 · outbound

This paper cites Soft Sensorized Physical Twin for Har- vesting Raspberries,.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation Soft Sensorized Physical Twin for Har- vesting Raspberries,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:15:29.936179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:15:29.665373Z digest=sha256:44092b46dff1c4eaf6fefaadee92736c19304637b61ad07d79e67d55e9176f49

Observation 9784ca0c-ea21-4c39-b01d-ff8db3dcd25f · outbound

This paper cites Benchmarking Protocols for Evaluating Grasp Strength, Grasp Cycle Time, Finger Strength, and Finger Repeatability of Robot End-Effectors,.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation Benchmarking Protocols for Evaluating Grasp Strength, Grasp Cycle Time, Finger Strength, and Finger Repeatability of Robot End-Effectors,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:15:29.920543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:15:29.670517Z digest=sha256:2541cdb2c60e2d23361e13ba251d4986d7b1580aadc3a8450e6c6e1dab375ec3

Observation c3c0da70-abe8-49fc-9a91-2a34f157a822 · outbound

This paper cites Guest Editorial Open Discussion of Robot Grasping Benchmarks, Protocols, and Metrics,.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation Guest Editorial Open Discussion of Robot Grasping Benchmarks, Protocols, and Metrics,

Reference 16

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raw_fallback, observed 2026-08-12T10:15:29.905509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:15:29.675043Z digest=sha256:1629b982e19efede1f5f66ceb1db92eba3c7d94f4d7b88a2e530ce529e976608

Observation 645a43fc-4748-41a3-9ac7-09a3ef405fad · outbound

This paper cites Characterisation of Grasp Quality Metrics,.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation Characterisation of Grasp Quality Metrics,

Reference 17

Resolution
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raw_fallback, observed 2026-08-12T10:15:29.890466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:15:29.679572Z digest=sha256:eda7ba7fd9f0feed9dc3ab03a7bdbe26c612cd403cfe6e503be3380c08c1c528

Observation 0cb6084b-35e4-41e5-9e36-76f17cb7595e · outbound

This paper cites Grasp quality measures: review and performance,.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation Grasp quality measures: review and performance,

Reference 18

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raw_fallback, observed 2026-08-12T10:15:29.875694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:15:29.684409Z digest=sha256:f50661e0757e64ece4edc6d3bbc2fa16d7de655f49b2bf64229d74936a5ddb9a

Observation 9c2b7d5d-a348-4cc5-963a-acdcbc497996 · outbound

This paper cites On Grasp Quality Mea- sures: Grasp Robustness and Contact Force Distribution in Underactu- ated and Compliant Robotic Hands,.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation On Grasp Quality Mea- sures: Grasp Robustness and Contact Force Distribution in Underactu- ated and Compliant Robotic Hands,

Reference 19

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raw_fallback, observed 2026-08-12T10:15:29.858462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:15:29.690024Z digest=sha256:a0be98f75cccb54db8e2e249c4d461e28d0fad1f13acd96e704394eedae01e45

Observation 8a7bd685-64e5-47b3-ac63-8ff66ffad026 · outbound

This paper cites A Benchmarking Framework for Systematic Evaluation of Compliant Under-Actuated Soft End Effec- tors in an Industrial Context,.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation A Benchmarking Framework for Systematic Evaluation of Compliant Under-Actuated Soft End Effec- tors in an Industrial Context,

Reference 20

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verified fuzzy
raw_fallback, observed 2026-08-12T10:15:29.841456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:15:29.694536Z digest=sha256:5e221ab2d52efd80be379949da4583982962549848cf7ec9613218e1048633a5

Observation a2ad5e73-9670-48d0-8e88-dd1baa6ab654 · outbound

This paper cites MultiGripperGrasp: A Dataset for Robotic Grasping from Parallel Jaw Grippers to Dexterous Hands.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation MultiGripperGrasp: A Dataset for Robotic Grasping from Parallel Jaw Grippers to Dexterous Hands

Reference 21

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unresolved
no resolver link, observed 2026-08-12T10:15:29.699243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:15:29.699243Z digest=sha256:ce82e7753418ea6a393e627aff9d9136392dfe7505e0baffed73802a9df409f3

Observation e4808e15-1424-48b2-8183-03ee96dc9829 · outbound

This paper cites The YCB object and Model set: Towards common bench- marks for manipulation research,.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation The YCB object and Model set: Towards common bench- marks for manipulation research,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:15:29.824777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:15:29.704302Z digest=sha256:2d486bd7174305bdd1c3fa144c93f390a50d4c859f9a21834bc3dfaeab1a13c7

Observation d3b6e01e-22ee-4327-8af7-3b420ffcaae3 · outbound

This paper cites Dex-Net 1.0: A cloud-based network of 3D objects for robust grasp planning using a Multi-Armed Bandit model with correlated rewards,.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation Dex-Net 1.0: A cloud-based network of 3D objects for robust grasp planning using a Multi-Armed Bandit model with correlated rewards,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:15:29.808415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:15:29.709628Z digest=sha256:245fa9ad57016c9bc2307da04649025a34c8bf90a077313b6111bb354ad857e6

Observation 02807553-62b7-4e22-b340-a720423b20ce · outbound

This paper cites EGAD! An Evolved Grasping Analysis Dataset for Diversity and Reproducibility in Robotic Ma- nipulation,.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation EGAD! An Evolved Grasping Analysis Dataset for Diversity and Reproducibility in Robotic Ma- nipulation,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:15:29.791268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:15:29.714815Z digest=sha256:81286ae202da0a70d4c568af58a413287ec2a2bfb9d4953225875a99cfd97c15

Observation 2117368e-c6b6-4c90-8eb3-aa0e8502412b · outbound

This paper cites Chamfer Distance as a Comprehensive Metric for Point Cloud Completion,.

SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation Chamfer Distance as a Comprehensive Metric for Point Cloud Completion,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:15:29.775170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:15:29.719462Z digest=sha256:24e76830135dae8f2a755013eb3835149ea66dbd4f12f9eabe00c6b82c031762

Pith citing papers

Observation ea423da4-45db-4cfa-917b-68a54e1d3e2f · inbound

SoftVTBench: A Safety-Aware Visuo-Tactile Benchmark for Physically Constrained Robotic Manipulation of Deformable Objects cites this paper.

SoftVTBench: A Safety-Aware Visuo-Tactile Benchmark for Physically Constrained Robotic Manipulation of Deformable Objects SoGraB: A Visual Method for Soft Grasping Benchmarking and Evaluation

Reference 10

Resolution
unresolved
no resolver link, observed 2026-07-11T20:46:04.923901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:46:04.923901Z digest=sha256:6411d84669158811ecc30e96db01425137d7fd4f17e6a7a99c45c80a63bc0f0d