Paper Citation Record · LEDGER

Composed Object Retrieval: Object-level Retrieval via Composed Expressions

As of 21 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2508.04424.

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

pith.paper-citation-record.v1
2508.04424 v3

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:04:55.726172Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

50 of 50 outbound references displayed

verified exact0
verified fuzzy32
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3ff5a8ee-bbea-46b3-9394-257e93d7b780 · outbound

This paper cites Probabilistic embeddings for cross-modal retrieval.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Probabilistic embeddings for cross-modal retrieval

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.660246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 56c43217-a4b7-478e-8d61-405f0a11bde7 · outbound

This paper cites A decade survey of content based image retrieval using deep learning.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions A decade survey of content based image retrieval using deep learning

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.648230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 062bcc90-1591-479f-b662-40dbc750bc8f · outbound

This paper cites Image retrieval on real-life images with pre-trained vision-and-language models.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Image retrieval on real-life images with pre-trained vision-and-language models

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.637523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 336c940b-3bd4-4680-87ae-23e597a15324 · outbound

This paper cites Composed image retrieval using contrastive learn- ing and task-oriented clip-based features.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Composed image retrieval using contrastive learn- ing and task-oriented clip-based features

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.625786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 083b8db4-fc91-478d-ad9c-ab7673bc5ed8 · outbound

This paper cites Dy- namic weighted combiner for mixed-modal image retrieval.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Dy- namic weighted combiner for mixed-modal image retrieval

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.613662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c87ed141-8d31-4f6b-8b52-31c3083bbf75 · outbound

This paper cites Microsoft coco: Common objects in context.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Microsoft coco: Common objects in context

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.601034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6f1f3474-7b1c-4e17-8ba3-f5bd3f2d4164 · outbound

This paper cites LVIS: A dataset for large vocabulary instance segmentation.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions LVIS: A dataset for large vocabulary instance segmentation

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.589332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 076f00b1-c1b1-434a-98f7-ae31fd8b6fa5 · outbound

This paper cites Qwen2.5-VL Technical Report.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Qwen2.5-VL Technical Report

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T00:04:51.935378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43eb448d-6792-491a-9c46-0f5778a7e8f7 · outbound

This paper cites Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal Encoder.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal Encoder

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T00:04:52.003381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27aeab5e-43d4-479e-b2da-3d19be0c89ea · outbound

This paper cites Sentence- level prompts benefit composed image retrieval.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Sentence- level prompts benefit composed image retrieval

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.578702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ec42beac-acb0-4b26-841a-d71b2a0dd15e · outbound

This paper cites Improving composed image retrieval via contrastive learning with scaling positives and negatives.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Improving composed image retrieval via contrastive learning with scaling positives and negatives

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.566369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 116cd206-1a83-47cc-8dbb-d417848061ef · outbound

This paper cites Modality-Agnostic Attention Fusion for visual search with text feedback.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Modality-Agnostic Attention Fusion for visual search with text feedback

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T00:04:52.241109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7373451-312b-401c-b66d-242235bcb29f · outbound

This paper cites Dual compositional learning in interactive image retrieval.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Dual compositional learning in interactive image retrieval

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.555054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1c823847-27da-400a-851e-6b847489b044 · outbound

This paper cites Composing text and image for im- age retrieval-an empirical odyssey.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Composing text and image for im- age retrieval-an empirical odyssey

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.543124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation db4e325c-1676-4ace-928f-17d4dd63e782 · outbound

This paper cites Learning transferable visual models from natural language supervision.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Learning transferable visual models from natural language supervision

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.529974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 154933a2-5583-4f10-a9aa-ee399e322b22 · outbound

This paper cites Blip: Bootstrapping language-image pre-training for unified vision- language understanding and generation.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Blip: Bootstrapping language-image pre-training for unified vision- language understanding and generation

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.517982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2877d753-2d3c-497e-9b82-7b0a38fd6e06 · outbound

This paper cites Target-guided composed image retrieval.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Target-guided composed image retrieval

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.505282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7d4d089f-958b-41b9-b48b-66c511193178 · outbound

This paper cites Data roaming and quality assessment for composed image retrieval.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Data roaming and quality assessment for composed image retrieval

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.493607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f5dd477c-f39f-45f7-a1f1-5f0749216f00 · outbound

This paper cites Progressive learning for image retrieval with hybrid-modality queries.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Progressive learning for image retrieval with hybrid-modality queries

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.480921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 96d7a65c-b11f-4c58-bd82-13025ba36d68 · outbound

This paper cites CompoDiff: Versatile Composed Image Retrieval With Latent Diffusion.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions CompoDiff: Versatile Composed Image Retrieval With Latent Diffusion

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T00:04:52.791292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 884eb444-6fe6-486e-b16a-63ec42927167 · outbound

This paper cites Align before fuse: Vision and language representation learning with momen- tum distillation.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Align before fuse: Vision and language representation learning with momen- tum distillation

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.469721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c9b4d203-081f-494f-9be6-c37d76ee6e75 · outbound

This paper cites Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.458884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cbae42ad-b28c-43e9-9885-3b9ef93db9b9 · outbound

This paper cites Sigmoid loss for language image pre-training.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Sigmoid loss for language image pre-training

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.446276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b4b5158f-f1fd-4536-b273-bfb5cde16984 · outbound

This paper cites Segment anything.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Segment anything

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.435548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3e3ccd3b-3cfe-4afb-bae7-80d7fdfc1134 · outbound

This paper cites De- coupling zero-shot semantic segmentation.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions De- coupling zero-shot semantic segmentation

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.424319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 713fb05d-6c54-4f0a-919c-ddfe6c9b3127 · outbound

This paper cites Open-vocabulary semantic segmentation with mask-adapted clip.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Open-vocabulary semantic segmentation with mask-adapted clip

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.411727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b1aa65b1-5b24-4a48-813a-d59afe669d20 · outbound

This paper cites Scaling open-vocabulary image segmentation with image-level labels.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Scaling open-vocabulary image segmentation with image-level labels

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.399432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3184b228-2c91-4ed9-ba88-706c609d1569 · outbound

This paper cites Mask-adapter: The devil is in the masks for open-vocabulary segmentation.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Mask-adapter: The devil is in the masks for open-vocabulary segmentation

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.386623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3c27b934-1d8b-4386-9a9b-25e6187f158c · outbound

This paper cites Detecting twenty-thousand classes using image-level supervision.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Detecting twenty-thousand classes using image-level supervision

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.373774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 76c48b62-b327-45b9-a772-bd03d9b7144e · outbound

This paper cites Bi-directional training for composed image retrieval via text prompt learning.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Bi-directional training for composed image retrieval via text prompt learning

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.361766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 22ac9129-1b0d-49ec-bbdc-d4fce9929c39 · outbound

This paper cites an unresolved cited work.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:04:56.350557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 62af0f2f-51d3-482e-a79d-34df0b95e283 · outbound

This paper cites Return 1 if all the conditions are met; otherwise, return 0.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Return 1 if all the conditions are met; otherwise, return 0

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.339476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2615fbe3-9c6e-499c-bb1e-f8e8f8a7198e · outbound

This paper cites This ensures clear and discriminative reference objects for retrieval tasks.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions This ensures clear and discriminative reference objects for retrieval tasks

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.328609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8ee37c6e-9ecb-4088-be7e-613df0fc1557 · outbound

This paper cites an unresolved cited work.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:04:56.317751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6328b93a-b358-44c6-b949-5f41afdc9004 · outbound

This paper cites an unresolved cited work.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:04:56.306252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6f06c78e-200b-4cdb-83f7-1c5ceda464fd · outbound

This paper cites reference.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions reference

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.296260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8ff8c33a-fde8-4874-b5aa-a35619bf4ae8 · outbound

This paper cites an unresolved cited work.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:04:56.285854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d0656753-a3f2-4c58-9453-0401039838d4 · outbound

This paper cites reference,.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions reference,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.275239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 15d65ad9-b327-4db5-8709-8998c1a72b7e · outbound

This paper cites change the color to bright.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions change the color to bright

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.263555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 62b92a52-6776-4eaa-bfc4-35d06dabf0c0 · outbound

This paper cites an unresolved cited work.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:04:56.250744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c871dfd6-e3b8-4fef-bec7-a627647e6217 · outbound

This paper cites an unresolved cited work.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:04:56.239817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2673ace0-174c-4f98-ba38-0692587dda55 · outbound

This paper cites an unresolved cited work.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:04:56.229007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0d204ab8-b835-4500-b4c5-a33ca3f91c57 · outbound

This paper cites an unresolved cited work.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:04:56.217688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 44072d7a-3b79-40c8-938a-1c731072d7d0 · outbound

This paper cites an unresolved cited work.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:04:56.205696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a61d3404-df08-40a2-9ab4-43aeaabfeb49 · outbound

This paper cites an unresolved cited work.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:04:56.193315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c3dec484-f191-4f29-8bbb-240e3b0bba7e · outbound

This paper cites an unresolved cited work.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:04:56.180442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7d63ad7c-5b01-4a18-abc3-a68d0f22d54b · outbound

This paper cites an unresolved cited work.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:04:56.167114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation da695aa7-26b9-4af4-a446-657362b7bbe9 · outbound

This paper cites an unresolved cited work.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:04:56.153633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f6d06f13-01a6-40cd-baa6-8092054a1a0d · outbound

This paper cites The Dice score on Test-base falls from 0.7703 to 0.6770 (a 12.11% drop), and on Test-novel, it drops from 0.7102 to 0.6137 (a 13.59% drop).

Composed Object Retrieval: Object-level Retrieval via Composed Expressions The Dice score on Test-base falls from 0.7703 to 0.6770 (a 12.11% drop), and on Test-novel, it drops from 0.7102 to 0.6137 (a 13.59% drop)

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.126627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ed792f9e-bbe2-4ed5-9eea-a5853cbf5396 · outbound

This paper cites an unresolved cited work.

Composed Object Retrieval: Object-level Retrieval via Composed Expressions Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:04:55.994385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.