Paper Citation Record · LEDGER

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery

As of 6 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2606.15198.

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

pith.paper-citation-record.v1
2606.15198 v2

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T14:01:49.495669Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

45 of 45 outbound references displayed

verified exact0
verified fuzzy0
unresolved44
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9b409810-d170-4276-a7e8-6b81ca55e93c · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c93556c-40fc-485b-99a2-a8dc23171809 · outbound

This paper cites Additionally, the number of sampled frames K and image resolution are treated as hyperparameters to explore performance under various configurations.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Additionally, the number of sampled frames K and image resolution are treated as hyperparameters to explore performance under various configurations

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c53d0058-2b90-40ee-a1c3-4bf081711cf3 · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

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Observation 8e2ed9e1-2a11-4cad-a49b-b8e9e684bb41 · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 646a6701-97ca-4e1b-aa97-16f773f62b24 · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4738823b-d4cd-47e9-a967-fedd0fd117fe · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7172661d-bf3f-4ef9-bb0d-69b103f0e54e · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a80fc39f-4754-4bf5-bbcd-ae699d1d8534 · outbound

This paper cites These captions are concatenated with the corresponding frames and jointly fed into the model to provide additional explicit spatial information during inference.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery These captions are concatenated with the corresponding frames and jointly fed into the model to provide additional explicit spatial information during inference

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e36d7c0-629f-40a0-8224-12d1ada37326 · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

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Unavailable: canonical work link unavailable.

Observation 3a53865f-ee52-4795-b041-41b7c84f0a73 · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4085c3e2-7dde-4af8-9a14-7b54abb5aeb6 · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

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Observation cc392a76-8b17-4b98-8d41-d1a57a66bf19 · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 296154e5-2039-47ef-9b5d-0372a393f612 · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a3b29ff-38fe-442e-978e-17a05f477171 · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 357e080e-bc65-429c-8abc-a7e393612bb3 · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80fb1058-6c66-4563-a132-bfb58b162ce8 · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7ff04ba-b8bc-43b6-8ea2-409808a1b963 · outbound

This paper cites thinking.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery thinking

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2797001b-f7b5-4d64-bd39-baab9603bade · outbound

This paper cites This strategy captures the global context of the video but may lose high-frequency details needed for short-term dynamics.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery This strategy captures the global context of the video but may lose high-frequency details needed for short-term dynamics

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2bf9a79-7e8e-48ce-a298-bc9eea681077 · outbound

This paper cites If the number of available frames in the window is less thanK, all available frames are used.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery If the number of available frames in the window is less thanK, all available frames are used

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bd86f05-be1f-4580-8f66-840f78d0ec43 · outbound

This paper cites These captions emphasize precise spatial information, including salient objects, their relative positions, inter-object relationships, and overall scene structure.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery These captions emphasize precise spatial information, including salient objects, their relative positions, inter-object relationships, and overall scene structure

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a384d6a6-e77c-4cba-88d6-354252ae95b2 · outbound

This paper cites type": "image.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery type": "image

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e62e6ced-20f1-449e-a523-7182519eea02 · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eea9e4e9-3d8e-43eb-969f-48e267752b66 · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10f8be99-dc57-485b-bd22-e39ba07cd533 · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c621e2d-cfaa-4101-914f-d47975164e7c · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

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Unavailable: canonical work link unavailable.

Observation 7fea0480-6852-43be-bc26-3cac1b668180 · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ddb2f69-6d73-4c49-8c5d-9a9197b35ddb · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab11d0d2-d234-4f34-ae50-770fb9235dd1 · outbound

This paper cites If seeds are few or absent, CREATE new high-quality distractors from scratch.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery If seeds are few or absent, CREATE new high-quality distractors from scratch

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79794fb5-0d7e-4cac-8a26-125c6c07adce · outbound

This paper cites - If the question mentions a subject (e.g., ’apple’) and the true answer also includes it, ALL options must include that same subject to maintain consistency.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery - If the question mentions a subject (e.g., ’apple’) and the true answer also includes it, ALL options must include that same subject to maintain consistency

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

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Observation 59794fcc-a6ff-4710-860c-65632920328e · outbound

This paper cites Seed candidates (use as inspiration, but create variations): - seed_1 - seed_2.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Seed candidates (use as inspiration, but create variations): - seed_1 - seed_2

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

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Unavailable: canonical work link unavailable.

Observation 027580e0-fdb0-4ea5-a52a-399a7d9e4734 · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

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Observation ad14a7ce-dddb-44a8-ac5f-2b17936c3d34 · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

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Observation 92bbdcce-a22b-4515-88cb-b11813659d78 · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 436fbbd8-4852-421b-b335-cff01c959e2a · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9350dd7c-aca7-4772-be35-8da0795692b7 · outbound

This paper cites Problem: Some options are significantly longer or shorter than the correct answer, making it easy to guess.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Problem: Some options are significantly longer or shorter than the correct answer, making it easy to guess

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

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Unavailable: canonical work link unavailable.

Observation 9be0343c-b55a-4bc2-9fc8-9b0bf1b08e76 · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

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Observation 0afe97f9-def3-4ee6-92bd-50ecd4272980 · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

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Unavailable: canonical work link unavailable.

Observation 9e2e76ea-1b29-4873-b878-f801c0ba87f7 · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

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Observation d53e1850-4982-43ee-8058-58ac8f861d81 · outbound

This paper cites You are a helpful assistant designed to output JSON.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery You are a helpful assistant designed to output JSON

Reference 39

Resolution: malformed identifier; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6d1aed9-32ef-475d-98d3-c9bfa97f630b · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 998b2fd1-4fcb-49f1-8e1a-8121e97dca2d · outbound

This paper cites what I see now.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery what I see now

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

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Observation 87c3e8cc-08b3-4ad2-9f76-e67ddc757e9c · outbound

This paper cites This suggests that current KV-cache compression or token pruning strategies may inadvertently discard semantically critical information.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery This suggests that current KV-cache compression or token pruning strategies may inadvertently discard semantically critical information

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13f8ed17-a2b4-43e2-ada6-75cce0e0f1f0 · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cad6115-0a46-4a9f-a325-6b163d28e000 · outbound

This paper cites an unresolved cited work.

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

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Observation 34a1deb6-6e95-43ac-aa17-8fe7b1085653 · outbound

This paper cites B" Distance Comparison Memory Which is closer to me, the mirror or the dining table? [’A. Mirror.’ ’B. Dining table.’].

City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery B" Distance Comparison Memory Which is closer to me, the mirror or the dining table? [’A. Mirror.’ ’B. Dining table.’]

Reference 45

Resolution: unresolved; no resolver link, observed 2026-07-12T14:01:49.495669Z

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Pith citing papers

No inbound Pith citation observations are available.