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Paper Citation Record · LEDGER

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments

As of 17 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 1 inbound Pith citation observation for arXiv:2508.20899.

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

pith.paper-citation-record.v1
2508.20899 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:47:09.735714Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-15T14:22:08.027014Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

29 of 29 outbound references displayed

  • verified exact1
  • verified fuzzy25
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5a3e7ac8-9911-4dec-bc2b-1d614eb08589 · outbound

This paper cites The spatial semantic hierarchy,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments The spatial semantic hierarchy,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:10.519425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.552722Z digest=sha256:ca637732b0b99ddf95bdf4f4df0ecacfa23bd0865a3a71c458d9d89ccab1d257

Observation 20a429bc-6d77-40c4-ad22-21ad599255e2 · outbound

This paper cites Motion planning for robotics: A review for sampling-based planners,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments Motion planning for robotics: A review for sampling-based planners,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:10.496695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.559115Z digest=sha256:d983bd4680d9efe5d4b9cc75c2c07046e57af7d6a257d07a2b0a8eddd4115f79

Observation 6ef31f62-e701-4741-8a48-fbefc23bbd42 · outbound

This paper cites Using intermediate objects to improve the efficiency of visual search,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments Using intermediate objects to improve the efficiency of visual search,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:10.474893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.565944Z digest=sha256:d429c535c1c4e6c041013a0b1a7aa5c710ba7e8540c68e38f3518105b6b4cbe0

Observation 7d8fe02d-5295-4113-be2c-4dba2318400d · outbound

This paper cites Estimated informed anytime search for sampling-based planning via adaptive sampler,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments Estimated informed anytime search for sampling-based planning via adaptive sampler,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:10.451238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.572627Z digest=sha256:f159e68b7c26e037662d2ae9f69ad8924a2ff3ac57acee9e947523d48e8fba3d

Observation d9551a93-c0b0-485d-ba2b-431cf428f7b5 · outbound

This paper cites Autonomous search for mines,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments Autonomous search for mines,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:10.426265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.579663Z digest=sha256:e0cd21e25a6d041fe117953743d591b670ee9084276d95c74255ce7bc6078dd6

Observation 69787bf0-1c20-4f5e-9151-734dedc661c5 · outbound

This paper cites APT*: Asymptotically optimal motion planning via adaptively prolated elliptical r-nearest neighbors,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments APT*: Asymptotically optimal motion planning via adaptively prolated elliptical r-nearest neighbors,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:10.398528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.586023Z digest=sha256:ca04f95c8f0d41c2f8df10f0f9dc9ee1a5d96ade0a9fb24eae67e98ed85f96f7

Observation 91780445-5ec2-42c6-9598-a8d451051ba3 · outbound

This paper cites Tree- based grafting approach for bidirectional motion planning with local subsets optimization,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments Tree- based grafting approach for bidirectional motion planning with local subsets optimization,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:10.375814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.593439Z digest=sha256:2beadc60d856d2b15255501395f2d3ce8fe7dfea8fb0077b1d088f10fb4e9dcd

Observation 3875df0e-c07a-47c9-8485-adf3f97be311 · outbound

This paper cites Demonstration to adaptation: A user-guided framework for sequential and real-time planning,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments Demonstration to adaptation: A user-guided framework for sequential and real-time planning,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:10.342578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.599908Z digest=sha256:5921f6873013bc3a6bcf8ddd7d561f69894db5d6f666d0c3b8be99b409cae6a1

Observation a93f7ada-f501-4572-8609-c74fe605b170 · outbound

This paper cites Genetic informed trees (GIT*): Path planning via reinforced genetic programming heuristics,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments Genetic informed trees (GIT*): Path planning via reinforced genetic programming heuristics,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:10.308852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.607140Z digest=sha256:3a50cc3738c5cf370d70ebebd9a3b85400b06ae5a3184aeb3267cb2af48af17e

Observation 6c079d5d-4b0e-46b5-8e6a-f998f0a20e4c · outbound

This paper cites Act to see and see to act: Pomdp planning for objects search in clutter,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments Act to see and see to act: Pomdp planning for objects search in clutter,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:10.285562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.612770Z digest=sha256:af59540dd32139541d102d323d8f11ff84a6bb56bd4e6e8e5655c3f46417a94c

Observation 1bd6e5e4-1489-419d-ac77-83cdf057473f · outbound

This paper cites Language- guided semantic mapping and mobile manipulation in partially ob- servable environments,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments Language- guided semantic mapping and mobile manipulation in partially ob- servable environments,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:10.262236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.618421Z digest=sha256:1ad318d51605c60a2e04a2bf2b0cd04abb545c8fece056bc21258633d34dee27

Observation 9e613748-2d14-4059-b124-eb2ee5475084 · outbound

This paper cites Remote object navigation for service robots using hierarchical knowledge graph in human-centered environments,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments Remote object navigation for service robots using hierarchical knowledge graph in human-centered environments,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:10.233907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.625093Z digest=sha256:bff797669380fba6a02538bce2aaf89b69ef0967b819c3361cbb0ca4a1ac7bba

Observation a88421a1-a543-41d7-bacf-d70844cd5dbd · outbound

This paper cites Visual language maps for robot navigation,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments Visual language maps for robot navigation,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:10.203040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.631384Z digest=sha256:fde3807d16b4efef776e0c2117ea8d6ebffb191d3dbf061f8042857226b9d62f

Observation 7322228c-33e5-4445-b787-1b522e3fbe01 · outbound

This paper cites Goat: Go to any thing,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments Goat: Go to any thing,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:10.167606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.637584Z digest=sha256:0bc4c222842a8c2daff197a7be0feb5dc905b640af30d195798b730797caeb76

Observation 9dc740ef-d033-47c4-b6da-064e700a3db3 · outbound

This paper cites Openin: Open-vocabulary instance-oriented navigation in dynamic domestic environments,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments Openin: Open-vocabulary instance-oriented navigation in dynamic domestic environments,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:10.140929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.643729Z digest=sha256:71d7f545f4a35d4da2d5eff662a51d0abc4e8ad2d181b0188ae7da2491893609

Observation ae5846af-7058-4983-a4c2-e584d40fe8b7 · outbound

This paper cites Llm-planner: Few-shot grounded planning for embodied agents with large language models,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments Llm-planner: Few-shot grounded planning for embodied agents with large language models,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:10.116447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.650425Z digest=sha256:e602c0407e03f9593634c58b7660f64da35f5da4c77f492872d3e485bdbf92c7

Observation 19f4c9bb-13eb-4edc-94cc-2f97b9f47cc8 · outbound

This paper cites Language-grounded dynamic scene graphs for interactive object search with mobile manipulation,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments Language-grounded dynamic scene graphs for interactive object search with mobile manipulation,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:10.082031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.657221Z digest=sha256:a64b16bf32f6dc65c6d7df7b5a5729a90fc56ac9ddecb115d4986d687298a1b7

Observation 9cce1141-4a75-4caa-b555-8fd7d34e3a16 · outbound

This paper cites Elliptical k-nearest neighbors - path optimization via coulomb’s law and invalid vertices in c-space obstacles,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments Elliptical k-nearest neighbors - path optimization via coulomb’s law and invalid vertices in c-space obstacles,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:10.055137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.667643Z digest=sha256:d480a90ff5627444552e0b588490248293db4227fd0ce8eff7da26194291fac2

Observation 0febef81-5312-4ab5-a29b-92aaac7f578b · outbound

This paper cites POMP: Pomcp-based Online Motion Planning for active visual search in indoor environments.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments POMP: Pomcp-based Online Motion Planning for active visual search in indoor environments

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-08-05T14:47:09.802483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.673320Z digest=sha256:13101d4e74c4c1aaa6c85f1b2a8016966fc301e8b55d0147851a93974cb8b02b

Observation f6f68644-0c41-47d6-b113-c70f690a1f95 · outbound

This paper cites A data structure for dynamic trees,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments A data structure for dynamic trees,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:10.032501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.680997Z digest=sha256:6d2a5ebaca72a8e745264675e6a7a2e52ec032364e14e1b36b361a6430e866b5

Observation 0ae3576c-a16b-426e-a434-4038be23c3d9 · outbound

This paper cites Active visual object search in unknown environments using uncertain seman- tics,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments Active visual object search in unknown environments using uncertain seman- tics,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:10.008064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.687563Z digest=sha256:3ae577c858e923de33c3bd44dd55501c2228ad26614aed6e6fb032b681dff38f

Observation 6ad50f75-1297-443a-8266-c3996cdae7ac · outbound

This paper cites Training language models to follow instruc- tions with human feedback,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments Training language models to follow instruc- tions with human feedback,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:09.983938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.692825Z digest=sha256:5330fabd6923c4d2b46a68237f65b4c6d1ddd5423fe5047a7aa8dc307abc76f9

Observation 0ddcfced-d450-4552-ab39-8b58a05ac690 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments Chain-of-thought prompting elicits reasoning in large language models,

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-05T14:47:09.698733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:47:09.698733Z digest=sha256:6b4f1ffd146fb97e2ab00d0ef039230ba4b6ebb16e16e60edcc15b33c814bb60

Observation 0269b782-8c0f-45b3-b3a7-7495f7c28f46 · outbound

This paper cites Self-refine: Iterative refinement with self-feedback,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments Self-refine: Iterative refinement with self-feedback,

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-05T14:47:09.705234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:47:09.705234Z digest=sha256:5f38231c61e57a45bef27c10c94be213d3610094562c069f1dce07a27ec85a90

Observation e67a9d00-e25a-4693-b110-783860a3aa18 · outbound

This paper cites A note on two problems in connexion with graphs.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments A note on two problems in connexion with graphs

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:09.926504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.710889Z digest=sha256:197bdc407e9b6af2ddbc35feb213e22ddeb6450c2d98ae3dff909afd8c145ac0

Observation 8aea462b-f8a6-4098-8cfd-b3ce808832df · outbound

This paper cites Inverse kinematic solutions with singularity robustness for robot manipulator control,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments Inverse kinematic solutions with singularity robustness for robot manipulator control,

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-05T14:47:09.718689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:47:09.718689Z digest=sha256:a88dedddf453b36e17431bc95a4b8227973241d7baa58356f79e2d9f85e9a72e

Observation d5dd16e6-d7ef-4446-8304-5a9ee3968fc4 · outbound

This paper cites An efficient algorithm for determining the convex hull of a finite planar set,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments An efficient algorithm for determining the convex hull of a finite planar set,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:09.875015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.724364Z digest=sha256:8013afffd750811c2f923c45d9b7435981f5a1f20df2a31aa36ef88ee0c9865c

Observation e61efe76-4206-4a0c-a7e3-1614c742c7f9 · outbound

This paper cites On the opportunities and risks of foundation models,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments On the opportunities and risks of foundation models,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:09.848115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.729549Z digest=sha256:5be97682c4f3f93c12bd05f102f9c419fd0d53cef771e9c803c54090e5da775a

Observation b1a78b77-19a8-4955-99bf-e302c95c1b0c · outbound

This paper cites Curiosity- based robot navigation under uncertainty in crowded environments,.

Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments Curiosity- based robot navigation under uncertainty in crowded environments,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:47:09.823397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:47:09.735714Z digest=sha256:6ab2dcf5a3c619bd19fdea4dfaed6227f2967e3ab5bdc403c58085251a878a73

Pith citing papers

Observation f4f1bb43-026d-4d14-980a-a6ebf9317ecd · inbound

Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search cites this paper.

Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments

Reference 12

Resolution
unresolved
no resolver link, observed 2026-07-15T14:22:08.027014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:22:08.027014Z digest=sha256:5c0969828d95b54a8c7df3899ccf97f4751f7df2e9de16f30cbcd75b61b68197