Pith. sign in

Paper Citation Record · LEDGER

"Set It Up": Functional Object Arrangement with Compositional Generative Models (Journal Version)

As of 10 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2508.02068.

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

pith.paper-citation-record.v1
2508.02068 v2

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:20:53.291379Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

18 of 18 outbound references displayed

  • verified exact0
  • verified fuzzy7
  • unresolved10
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 69394b7c-983e-4fff-a530-a9ab292a986a · outbound

This paper cites an unresolved cited work.

"Set It Up": Functional Object Arrangement with Compositional Generative Models (Journal Version) Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T05:20:56.057577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T05:20:51.278784Z digest=sha256:4c26a5fb86bb99fa90f833029525802083891dc7da6781a872d9c5ed92c84cf2

Observation 044671fe-d528-4fec-b7bd-e9b1e830c594 · outbound

This paper cites an unresolved cited work.

"Set It Up": Functional Object Arrangement with Compositional Generative Models (Journal Version) Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T05:20:55.913817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T05:20:51.387841Z digest=sha256:682bc8015d344631248425b751114518783b50c73955f1b9fd99ac945293e3cc

Observation 7de998ce-51e9-4657-8aee-8a969c403255 · outbound

This paper cites In this manuscript, we have developed a novel program induction pipeline that acceptsstructured natural language task specifications as input, as presented in Section 5.

"Set It Up": Functional Object Arrangement with Compositional Generative Models (Journal Version) In this manuscript, we have developed a novel program induction pipeline that acceptsstructured natural language task specifications as input, as presented in Section 5

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:20:55.745716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T05:20:51.497546Z digest=sha256:4d3bc576ec14342ee5a0e2e1ac827f254d79847e456ced9979b8653888dba86a

Observation 7474f75a-e2c2-4a73-9f50-37ef476d5980 · outbound

This paper cites • Personalized Bookshelf Arrangement (Section 6.4):We introduce tasks that involve the arrangement of open-set objects on bookshelves with varying compartment configurations.

"Set It Up": Functional Object Arrangement with Compositional Generative Models (Journal Version) • Personalized Bookshelf Arrangement (Section 6.4):We introduce tasks that involve the arrangement of open-set objects on bookshelves with varying compartment configurations

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:20:55.598846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T05:20:51.608493Z digest=sha256:51a86c065c0977ddb4bb74b81e280b18519640f7ccb8b5b25cd3d1fd19caad56

Observation 604c6f85-7852-4a63-ba58-c9c6095c36d5 · outbound

This paper cites an unresolved cited work.

"Set It Up": Functional Object Arrangement with Compositional Generative Models (Journal Version) Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T05:20:55.463103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T05:20:51.753933Z digest=sha256:5f261ea3831149cdac3159a466b4b47a56fb3cd56f0f9971706b7cdf0088afb3

Observation b775adb7-5229-4d38-a09d-8d1354274454 · outbound

This paper cites Do NOT write any implementation.

"Set It Up": Functional Object Arrangement with Compositional Generative Models (Journal Version) Do NOT write any implementation

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:20:54.653740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T05:20:52.249459Z digest=sha256:886033ed59e1764d8d3c483840bf947f7e46607bf6f4f77a0ff8c4db9de5e6d9

Observation cf51f9fe-f5d2-430b-a5be-c0da0d6f172f · outbound

This paper cites an unresolved cited work.

"Set It Up": Functional Object Arrangement with Compositional Generative Models (Journal Version) Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T05:20:55.307476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T05:20:52.358140Z digest=sha256:9cac3ecfc8fdd757a163825c96cbc7fbfe60366a37cba9faa0e723336509b2ea

Observation d5089d9e-b997-4971-969d-9b1ea83c1ae8 · outbound

This paper cites an unresolved cited work.

"Set It Up": Functional Object Arrangement with Compositional Generative Models (Journal Version) Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T05:20:55.125859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T05:20:52.468733Z digest=sha256:e14707919563034a43af866f8db536e6cbb00167172a95952dc910dec1467f01

Observation ed89c19e-240b-41c5-a8dc-0f5512f64b08 · outbound

This paper cites an unresolved cited work.

"Set It Up": Functional Object Arrangement with Compositional Generative Models (Journal Version) Unresolved cited work

Reference 14

Resolution
parse uncertain
raw_fallback, observed 2026-08-06T05:20:54.957007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T05:20:52.533558Z digest=sha256:a0fb7e7053e549c82dbad5c30d522eae8d662188c158019b98e129cf8a62df3e

Observation 58c563a3-6378-4bf3-843b-865af474c73d · outbound

This paper cites an unresolved cited work.

"Set It Up": Functional Object Arrangement with Compositional Generative Models (Journal Version) Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T05:20:54.803465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T05:20:52.611074Z digest=sha256:42ef0a575a3d255d3503aa06e2debcf6b35850def37661da2490d6b3dc893a96

Observation d87f9815-dc6c-47b6-beb2-482657d69de9 · outbound

This paper cites Do NOT write any implementation.

"Set It Up": Functional Object Arrangement with Compositional Generative Models (Journal Version) Do NOT write any implementation

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:20:54.481896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T05:20:52.713562Z digest=sha256:b9d203d3a74b3d5dfd22f61b745bb3cd7a93088fa33d403ebd69c3e550d2c2fa

Observation af2e9518-a180-402c-adcd-1bb3aa991a4d · outbound

This paper cites an unresolved cited work.

"Set It Up": Functional Object Arrangement with Compositional Generative Models (Journal Version) Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T05:20:54.338342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T05:20:52.822889Z digest=sha256:40246502bb8aa344f03fb23d651f188d8599f2fda2558e9a4f3968c065118aba

Observation b51fa2cb-dc13-4f2e-ba21-d4fffe479456 · outbound

This paper cites You can extract this information from the natural language description.

"Set It Up": Functional Object Arrangement with Compositional Generative Models (Journal Version) You can extract this information from the natural language description

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:20:54.212255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T05:20:52.896959Z digest=sha256:6beec6e95a7705407f3dd6ccee743d1866526ae085e28479701121a2a5298bee

Observation f6074658-005f-4718-ad54-f46b2822799f · outbound

This paper cites E.4 Prompt for Verifier You are a verifier tasked with ensuring that a function’s implementation matches specified input-output examples.

"Set It Up": Functional Object Arrangement with Compositional Generative Models (Journal Version) E.4 Prompt for Verifier You are a verifier tasked with ensuring that a function’s implementation matches specified input-output examples

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:20:54.065815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T05:20:53.003716Z digest=sha256:f7dd80221885917e178143d1b32102819cbeb5545fc87901b0749a950d2a54ae

Observation f58a6e25-2c19-45b7-9bbf-85481a711a06 · outbound

This paper cites an unresolved cited work.

"Set It Up": Functional Object Arrangement with Compositional Generative Models (Journal Version) Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T05:20:53.883418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T05:20:53.106323Z digest=sha256:8025673c00edca9b2fbddc6fdf571b44df83d595162fbf09687474972f9a1497

Observation 0662055d-54d8-443b-9385-d8647cd19946 · outbound

This paper cites an unresolved cited work.

"Set It Up": Functional Object Arrangement with Compositional Generative Models (Journal Version) Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T05:20:53.690599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T05:20:53.181829Z digest=sha256:666fe0dd099b5fd9fc78e6dcf5d2275b822d472e129ce1898c99b24f25494826

Observation 8246ec9e-8dc3-4ea7-8679-0e791ee1f5ea · outbound

This paper cites tidy arrangement.

"Set It Up": Functional Object Arrangement with Compositional Generative Models (Journal Version) tidy arrangement

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:20:53.517076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T05:20:53.291379Z digest=sha256:e08170c342411f5aa26a23fa4d9526afd86fd4ff7374d78b6f1c74648b36a6d4

Observation 2509b57a-f4a4-497c-96f1-980a303d4f70 · outbound

This paper cites "Tidy Up the Table": Grounding Common-sense Objective for Tabletop Object Rearrangement.

"Set It Up": Functional Object Arrangement with Compositional Generative Models (Journal Version) "Tidy Up the Table": Grounding Common-sense Objective for Tabletop Object Rearrangement

Reference 1674

Resolution
unresolved
no resolver link, observed 2026-08-06T05:20:51.176369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:20:51.176369Z digest=sha256:758507cc246eb39ccbee70027c092592b53269065b9d77b562b1c36c09b2ca79

Pith citing papers

No inbound Pith citation observations are available.