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Paper Citation Record · LEDGER

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control

As of 14 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2412.12448.

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

pith.paper-citation-record.v1
2412.12448 v2

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:08:35.533643Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

30 of 30 outbound references displayed

  • verified exact1
  • verified fuzzy22
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fbfa0beb-f17c-4864-a6e1-8e42efd4806c · outbound

This paper cites Safe controller optimization for quadrotors with Gaussian processes.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control Safe controller optimization for quadrotors with Gaussian processes

Reference 1

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raw_fallback, observed 2026-08-11T14:08:36.739934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:08:34.856420Z digest=sha256:128c0277510d5eb29b1d02fc7e0b3ed998e5fece327ed05ac1d726c0e333dba3

Observation 5535d81d-54fe-4a39-8d7b-9a787c11ef18 · outbound

This paper cites Imitate and Repurpose: Learning Reusable Robot Movement Skills From Human and Animal Behaviors.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control Imitate and Repurpose: Learning Reusable Robot Movement Skills From Human and Animal Behaviors

Reference 2

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no resolver link, observed 2026-08-11T14:08:34.911492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:08:34.911492Z digest=sha256:345a4446e94e99c9b1509b48653e53895ab8b2e4694a1f7a4bb7854d3e86fdef

Observation d68e3086-cdbd-443c-bf8d-f0aa26cbe441 · outbound

This paper cites RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control

Reference 3

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no resolver link, observed 2026-08-11T14:08:35.019456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:08:35.019456Z digest=sha256:9e6175738286beb35ef284e4213ea6795ac58e1760374206a11cc80ad752e9c8

Observation 722cd44a-7690-4fca-991d-618e1f140ee9 · outbound

This paper cites Safe learning in robotics: From learning-based control to safe reinforcement learning.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control Safe learning in robotics: From learning-based control to safe reinforcement learning

Reference 4

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verified fuzzy
raw_fallback, observed 2026-08-11T14:08:36.623130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:08:35.024908Z digest=sha256:26325bc2a3787c8b01b305a07e6ca87897548f8cbc742980228b61e5f66301fa

Observation dbe201bf-3ddf-48d0-83e7-ff4dd32235db · outbound

This paper cites DiffTune +: Hyperparameter-free auto-tuning using auto-differentiation.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control DiffTune +: Hyperparameter-free auto-tuning using auto-differentiation

Reference 5

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raw_fallback, observed 2026-08-11T14:08:36.612225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:08:35.029011Z digest=sha256:409fb335b8483efeb08907c6906128c5971f34f7e92dd8385fe186a86325711e

Observation c39bada8-aa9b-4ecc-b79a-2b09bca09a1c · outbound

This paper cites DiffTune : Auto-tuning through auto-differentiation.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control DiffTune : Auto-tuning through auto-differentiation

Reference 6

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raw_fallback, observed 2026-08-11T14:08:36.600397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:08:35.033260Z digest=sha256:f5a90f3d00d5dbad129366deea0e524658618e207fd85c9a5202d42e612cd70b

Observation b41b0fdb-a53b-40ff-8043-9c1c5c77fa6e · outbound

This paper cites Online safe trajectory generation for quadrotors using fast marching method and B ernstein basis polynomial.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control Online safe trajectory generation for quadrotors using fast marching method and B ernstein basis polynomial

Reference 7

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raw_fallback, observed 2026-08-11T14:08:36.587698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:08:35.038283Z digest=sha256:6d27f801ff654339ce920f220b5fefc5e05d77672cf3c19a57d4d01d02d6afc0

Observation d36c0b16-1bdd-47cd-b4f4-85f0358781ea · outbound

This paper cites Learning agile and dynamic motor skills for legged robots.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control Learning agile and dynamic motor skills for legged robots

Reference 8

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:08:35.042001Z digest=sha256:c26454cb1b3088fd63a0554366959d62c19a0567859da9b899cf0cd83d7dc8ed

Observation 7ca2d0d9-7907-4707-837a-5fd4c9760b2e · outbound

This paper cites DiffLoop : Tuning PID controllers by differentiating through the feedback loop.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control DiffLoop : Tuning PID controllers by differentiating through the feedback loop

Reference 9

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verified fuzzy
raw_fallback, observed 2026-08-11T14:08:36.509570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:08:35.045536Z digest=sha256:ff1105d86eb510fac9452942967daacb2323b5c4caeb365f60bda74be1172b42

Observation b74e1b12-1677-405e-a711-3b5c8e6972cd · outbound

This paper cites Geometric tracking control of a quadrotor UAV on SE (3).

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control Geometric tracking control of a quadrotor UAV on SE (3)

Reference 10

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raw_fallback, observed 2026-08-11T14:08:36.447211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:08:35.049133Z digest=sha256:54aa693ca6b1c68a5fd9ca71098d9de9fce67af4a43a9bcb4580a30f269f2887

Observation 62677ebf-262d-42fd-9c22-d33870effbc3 · outbound

This paper cites Control of Complex Maneuvers for a Quadrotor UAV using Geometric Methods on SE(3).

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control Control of Complex Maneuvers for a Quadrotor UAV using Geometric Methods on SE(3)

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:08:35.053555Z digest=sha256:f79b2b50dec832ae3b1d43ded52e9df3e1a7949b7b551f0d4f0bccac99b53d1f

Observation 2bb43b76-c23a-4bc8-992c-d4a7d221a3fb · outbound

This paper cites Improved baselines with visual instruction tuning.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control Improved baselines with visual instruction tuning

Reference 12

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raw_fallback, observed 2026-08-11T14:08:36.432058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:08:35.058005Z digest=sha256:0eb16aed8ed3466aa226f32f4c09e0ce80de888657af0692d112d59336c7d072

Observation 32c721fd-b329-4f00-950e-c6f989af6ebb · outbound

This paper cites Autotune: Controller tuning for high-speed flight.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control Autotune: Controller tuning for high-speed flight

Reference 13

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raw_fallback, observed 2026-08-11T14:08:36.338359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:08:35.085573Z digest=sha256:051380a32e220e027abdf2e0c58fd9ce2a2407b95af10e18cd464d5935a6dde7

Observation d29e7c2b-2a7e-41e9-ab17-469fb13fefd3 · outbound

This paper cites DeepSeek-VL : Towards real-world vision-language understanding, 2024.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control DeepSeek-VL : Towards real-world vision-language understanding, 2024

Reference 14

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raw_fallback, observed 2026-08-11T14:08:36.220036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:08:35.149584Z digest=sha256:6ab6f0808c0247124e59ecb23aa4ddeee7077aa247122ba082e11964fb5ec0be

Observation b4ac1cc8-ea6a-456f-8972-41099fc6fc45 · outbound

This paper cites Minimum snap trajectory generation and control for quadrotors.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control Minimum snap trajectory generation and control for quadrotors

Reference 15

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raw_fallback, observed 2026-08-11T14:08:36.208820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:08:35.190764Z digest=sha256:7205af39f92207269492c36706cb5d13e2ae0cb3d7b49c78fe981fcdc18dee1f

Observation 3e53a36d-a7a3-4f16-be4f-44f5f8a532d8 · outbound

This paper cites Untersuchungen \"u ber allgemeine metrik.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control Untersuchungen \"u ber allgemeine metrik

Reference 16

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raw_fallback, observed 2026-08-11T14:08:36.196778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:08:35.276962Z digest=sha256:4ff0587961fce25707b29b81b4bcbb6c2ba4a79eae26c76fb5aa0bfa51a0ea1e

Observation 2254f7f8-f56a-4bda-a2d3-308cd869d7cd · outbound

This paper cites Linearizing Large Language Models.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control Linearizing Large Language Models

Reference 17

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:08:35.281156Z digest=sha256:523d697c203e240141b054c00ed4cb7abb72077439e4aeb0407ffb56edf51df8

Observation 0d7f4aac-b0bd-4b52-bf21-8c72a879d581 · outbound

This paper cites Local policy search with B ayesian optimization.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control Local policy search with B ayesian optimization

Reference 18

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raw_fallback, observed 2026-08-11T14:08:36.185343Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:08:35.285081Z digest=sha256:42ac823d9c1ad9c5365fe4256ada72dc9e23d8d62ca654e15b4662ee53257431

Observation 3e1fe008-d21a-4f51-a859-725dfdd99893 · outbound

This paper cites Research on gain scheduling.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control Research on gain scheduling

Reference 19

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verified fuzzy
raw_fallback, observed 2026-08-11T14:08:36.147716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:08:35.289084Z digest=sha256:f947c10ef386378abc36af1397817a1a18336aa723c14ff3d26e1b6aa3b8d5e9

Observation db4c0570-b309-460a-a598-4430a2daf70c · outbound

This paper cites Physics-inspired temporal learning of quadrotor dynamics for accurate model predictive trajectory tracking.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control Physics-inspired temporal learning of quadrotor dynamics for accurate model predictive trajectory tracking

Reference 20

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verified fuzzy
raw_fallback, observed 2026-08-11T14:08:36.021269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:08:35.292883Z digest=sha256:eff752b16b25f8c083e62eb0c8aaf1b3277d020b6f04984bb116924b00eeb5dc

Observation a642613e-4982-47b4-9d46-c1c2042c9fdf · outbound

This paper cites Policy search for model predictive control with application to agile drone flight.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control Policy search for model predictive control with application to agile drone flight

Reference 21

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verified fuzzy
raw_fallback, observed 2026-08-11T14:08:36.010655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:08:35.296306Z digest=sha256:45d6b700b8f535b87a48926696ddbdc430351255a880f99f75261027c649c184

Observation aa0170e4-980b-4d85-9952-72b20dc0cefc · outbound

This paper cites A comparative study of nonlinear MPC and differential-flatness-based control for quadrotor agile flight.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control A comparative study of nonlinear MPC and differential-flatness-based control for quadrotor agile flight

Reference 22

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verified fuzzy
raw_fallback, observed 2026-08-11T14:08:35.999372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:08:35.300077Z digest=sha256:3fe8f86b759f624be7713c211e207c8eb74251c50c269036720a5634e35b5026

Observation d25f8b58-eac1-45d2-a71a-157416cf5b4a · outbound

This paper cites DiffTune-MPC : Closed-loop learning for model predictive control.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control DiffTune-MPC : Closed-loop learning for model predictive control

Reference 23

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verified fuzzy
raw_fallback, observed 2026-08-11T14:08:35.986933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:08:35.303316Z digest=sha256:0041a8a3c0482feaeeefcb22afe57ee1ecad21fb86521175c8c8d2ab894ce714

Observation 3d91e1e2-4e8a-4561-a097-8214da0d7a0d · outbound

This paper cites RAYEN: Imposition of Hard Convex Constraints on Neural Networks.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control RAYEN: Imposition of Hard Convex Constraints on Neural Networks

Reference 24

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no resolver link, observed 2026-08-11T14:08:35.306979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:08:35.306979Z digest=sha256:250a0724ff80931dd5bd85deebbe191d67d078d543acdffb361826b55bb3f2bf

Observation 2b1933a0-5cbb-4229-ba70-f4ccc3987c7d · outbound

This paper cites Data-driven MPC for quadrotors.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control Data-driven MPC for quadrotors

Reference 25

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verified fuzzy
raw_fallback, observed 2026-08-11T14:08:35.894906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:08:35.351543Z digest=sha256:eef8496b3146689aa0909e9f825e0591e9c41cd8c97486ed581de340b7383460

Observation 86d77fd1-38e0-4d3e-ac81-7d328ff34957 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control LLaMA: Open and Efficient Foundation Language Models

Reference 26

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unresolved
no resolver link, observed 2026-08-11T14:08:35.425013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:08:35.425013Z digest=sha256:354060a8440c5d5f11e4a4574dd91bfbe478c9ff637bd3b563fbfde30ce61d3d

Observation 30757d44-e8c9-4885-a4a2-972870b606b6 · outbound

This paper cites Vision LLM : Large language model is also an open-ended decoder for vision-centric tasks.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control Vision LLM : Large language model is also an open-ended decoder for vision-centric tasks

Reference 27

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verified fuzzy
raw_fallback, observed 2026-08-11T14:08:35.884012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:08:35.519281Z digest=sha256:4a4c438b4f1d73d8d3c573fff929538eadf8fc11ee8300642ab1b4261319f3c4

Observation 43b486b4-21c5-49ca-9229-cc99e8b46da3 · outbound

This paper cites L _1 adaptive augmentation for geometric tracking control of quadrotors.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control L _1 adaptive augmentation for geometric tracking control of quadrotors

Reference 28

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verified fuzzy
raw_fallback, observed 2026-08-11T14:08:35.872903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:08:35.524340Z digest=sha256:61227956c62dc008281b15ba20f5a7d721a250b74bc4c45857fa01f180e71d5a

Observation 8e5c6063-a013-4b18-be7f-f9c8ae32dd9b · outbound

This paper cites $\mathcal{L}_1$Quad: $\mathcal{L}_1$ Adaptive Augmentation of Geometric Control for Agile Quadrotors with Performance Guarantees.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control $\mathcal{L}_1$Quad: $\mathcal{L}_1$ Adaptive Augmentation of Geometric Control for Agile Quadrotors with Performance Guarantees

Reference 29

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local_arxiv, observed 2026-08-11T14:08:35.570466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:08:35.529287Z digest=sha256:f5418ef7d14ec4108f3aec305f46f3c32332890cf51179a0d4c537744232c62d

Observation 03d1abca-b705-4c8c-89e0-e8c4e40986a0 · outbound

This paper cites Robust and efficient quadrotor trajectory generation for fast autonomous flight.

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control Robust and efficient quadrotor trajectory generation for fast autonomous flight

Reference 30

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verified fuzzy
raw_fallback, observed 2026-08-11T14:08:35.745186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:08:35.533643Z digest=sha256:766fc65b5dcf678d6c945e913d26911e77ee05ff08181c7fc402d2db00492ac7

Pith citing papers

No inbound Pith citation observations are available.