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Paper Citation Record · LEDGER

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions

As of 7 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2507.04822.

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

pith.paper-citation-record.v1
2507.04822 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:43:47.340218Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

33 of 33 outbound references displayed

  • verified exact0
  • verified fuzzy31
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ae06cd67-7e5b-4d44-9744-51c2d88a89ff · outbound

This paper cites Curveformer: 3d lane detection by curve propagation with curve queries and attention.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Curveformer: 3d lane detection by curve propagation with curve queries and attention

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:54.094252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:44.057671Z digest=sha256:9652150f1b91658a3c379b6cf1633c6e228687e31904ef978022abb37f298b04

Observation 341bf90c-74f8-4565-b981-b65827a45764 · outbound

This paper cites Ar- trackv2: Prompting autoregressive tracker where to look and how to describe.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Ar- trackv2: Prompting autoregressive tracker where to look and how to describe

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:53.855471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:44.171079Z digest=sha256:1b54abba28ac640942c2487ae6cca5e5d4e21f70d9169e9fecfc9531bb4d9f89

Observation 0154d5db-80a2-4084-a1a9-e6040dbe07a1 · outbound

This paper cites Lang, Sourabh V ora, Venice Erin Liong, Qiang Xu, Anush Krishnan, Yu Pan, Gi- ancarlo Baldan, and Oscar Beijbom.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Lang, Sourabh V ora, Venice Erin Liong, Qiang Xu, Anush Krishnan, Yu Pan, Gi- ancarlo Baldan, and Oscar Beijbom

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:53.576330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:44.275028Z digest=sha256:e7b3ecc73e6a8861f76ef6339fab38501c4b31318f731b5f9e96d4237db960a5

Observation 7988e01e-cca5-4cd8-937b-a16db754215e · outbound

This paper cites Structured bird’s-eye-view traffic scene un- derstanding from onboard images.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Structured bird’s-eye-view traffic scene un- derstanding from onboard images

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:53.291481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:44.331218Z digest=sha256:f7e19b43b4058d9a92e36c301a83f0d53dad237134b3e82bce120fcf72873317

Observation 349f75f8-1b48-428e-8d65-e2f9c3f8e3f0 · outbound

This paper cites Driving by the rules: A benchmark for integrating traffic sign regulations into vectorized hd map, 2025.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Driving by the rules: A benchmark for integrating traffic sign regulations into vectorized hd map, 2025

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:53.057181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 38abb5b1-7265-4560-99b6-0bb37bca9d5c · outbound

This paper cites Pix2seq: A Language Modeling Framework for Object Detection.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Pix2seq: A Language Modeling Framework for Object Detection

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T19:43:44.541549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:43:44.541549Z digest=sha256:9ab7a900d4f2cd405b83dd4f0fd6a40afadaf1ec8fd9e1a96448a4e13bc99b49

Observation a20f98af-c30e-4bac-a4f4-958490f722eb · outbound

This paper cites Can llms effectively leverage graph structural information through prompts, and why? Trans.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Can llms effectively leverage graph structural information through prompts, and why? Trans

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:52.822545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:44.644169Z digest=sha256:a558d2b1489bbf8a028c274060d02407b5f817f015a8cb43ff60f88b595a539a

Observation b1b75496-d09c-4752-9a10-167136afdf98 · outbound

This paper cites Repvf: A unified vector fields representation for multi-task 3d perception.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Repvf: A unified vector fields representation for multi-task 3d perception

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:52.552876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:44.697293Z digest=sha256:438dc2a3141e92bf3f2efd1a19b64fab9063f82786deaed4148dced9e71d25ee

Observation b6ca9878-16d6-4d58-a77b-25bd1fc112eb · outbound

This paper cites Hdmapnet: An online HD map construction and evaluation framework.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Hdmapnet: An online HD map construction and evaluation framework

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:52.359243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:44.797368Z digest=sha256:f378723d2046adfad064d82ce04b487c0395041dfc401d32d98e312d56d2809e

Observation 473944ef-0ab4-4479-836d-600a9ff2302d · outbound

This paper cites Graph- based topology reasoning for driving scenes, 2023.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Graph- based topology reasoning for driving scenes, 2023

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:52.101630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:44.892358Z digest=sha256:54576a6143ded2d8c07909df26fd35c97364e43a130ac37c0ad71ba6b9b59395

Observation 14420c2e-adf6-4364-93ff-0cbf7505ed25 · outbound

This paper cites Grou- plane: End-to-end 3d lane detection with channel-wise group- ing.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Grou- plane: End-to-end 3d lane detection with channel-wise group- ing

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:51.825120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:45.009151Z digest=sha256:24b85ac1b2ef471c21465d69b886fdfc6f755561c4d7605ccf5ba99bfb232b2d

Observation d0604a1f-8b14-46b2-a9a3-8faddbba5249 · outbound

This paper cites Autore- gressive sequential pretraining for visual tracking.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Autore- gressive sequential pretraining for visual tracking

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:51.565983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:45.093015Z digest=sha256:c7582936169bf935724e06ff5a39e4f74329c2bcf94e94d44688224a8dbf99e6

Observation 341bd242-8f67-4bce-9821-f2fdf8233751 · outbound

This paper cites Maptr: Structured modeling and learning for online vectorized HD map construction.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Maptr: Structured modeling and learning for online vectorized HD map construction

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:51.307102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:45.179341Z digest=sha256:4b59bf6c36015eac68ec64a552907b20ac47b0cd0b6b1073cea9e069ca54006e

Observation 7ccd7c29-f37e-4bec-9f1b-e0a37585643e · outbound

This paper cites Map- trv2: An end-to-end framework for online vectorized HD map construction.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Map- trv2: An end-to-end framework for online vectorized HD map construction

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:51.104103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:45.298536Z digest=sha256:97101a2e37601758ec61c7eaab9902b425f9f40684d29a419dbdf874c3842482

Observation 81f0d959-9fc7-42f2-afcd-f1b70e1e1245 · outbound

This paper cites Lane graph as path: Continuity-preserving path-wise model- ing for online lane graph construction.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Lane graph as path: Continuity-preserving path-wise model- ing for online lane graph construction

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:50.826944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:45.399181Z digest=sha256:63658f63ade55d7e3cccd3d5750c0931910515863002633691f962bb89516633

Observation cf6a396f-c21d-4514-a663-fb1be8327836 · outbound

This paper cites Vectormapnet: End-to-end vectorized HD map learning.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Vectormapnet: End-to-end vectorized HD map learning

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:50.544768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:45.543375Z digest=sha256:c87a14a7e14b4684fe0425a8f6fd5a082c1e3ad1017c6c260d3443b7224ae312

Observation e0cd7f2c-d02b-41c6-8ee2-1e94928e8a09 · outbound

This paper cites Translating images to road network: A non-autoregressive sequence to-sequence approach.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Translating images to road network: A non-autoregressive sequence to-sequence approach

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:50.373760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:45.653567Z digest=sha256:eca41a86bd8fc20552c1b5a55026bf95288efb249c0cf06df24cd4dd67b33f1a

Observation 19b8f014-01dd-4bfc-a495-38e27c69b841 · outbound

This paper cites Luo, Xinshuo Weng, Yan Wang, Shuang Wu, Jie Li, Kilian Q.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Luo, Xinshuo Weng, Yan Wang, Shuang Wu, Jie Li, Kilian Q

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:50.212595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:45.765666Z digest=sha256:589f655aa6094c8f359c8fb2159a1968fc1c9cbcb47ad674a2077e058adf7ca8

Observation 62d3d941-5410-4231-92ba-810b0c03cbfa · outbound

This paper cites LATR: 3d lane detection from monocular images with transformer.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions LATR: 3d lane detection from monocular images with transformer

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:50.027108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:45.868817Z digest=sha256:9a303cb214360ae5cf4442e655f61b7a1ecc9a106f261c02b6761c8897ef1549

Observation a990b5da-e50d-4f03-b753-62cbd32836bd · outbound

This paper cites GNN-LM: language modeling based on global contexts via GNN.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions GNN-LM: language modeling based on global contexts via GNN

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:49.755723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:45.957148Z digest=sha256:289913c2c591c0cea8077973e8616edb15882ff568882f7dd027b4abb4add0a4

Observation a46ef355-c835-48f9-aa0f-19d94fe9886f · outbound

This paper cites Lanegraph2seq: Lane topology extraction with language model via vertex-edge encoding and connectivity enhancement.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Lanegraph2seq: Lane topology extraction with language model via vertex-edge encoding and connectivity enhancement

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:49.518841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:46.058586Z digest=sha256:49a8c3d6c3f09f52dbc73e8cf57ea38cf919e616cb330e941515a31173cc84c9

Observation 21f0f1fd-5ca5-4329-b977-8d2ec9f47d84 · outbound

This paper cites Lift, splat, shoot: Encoding images from arbitrary camera rigs by implicitly unprojecting to 3d.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Lift, splat, shoot: Encoding images from arbitrary camera rigs by implicitly unprojecting to 3d

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:49.285555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:46.159374Z digest=sha256:59f7c50d580c2e8345c85d43b9633ce06eed30b4088dd8c7f4ede5f05ae21a30

Observation 91df241a-390c-413c-b7c2-c82dbbfafcf0 · outbound

This paper cites Lanecpp: Continuous 3d lane detection using physi- cal priors.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Lanecpp: Continuous 3d lane detection using physi- cal priors

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:49.013463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:46.260696Z digest=sha256:56e6a2893340c704a90fea71c998f00b02f5d1f7f5b5af44239c3ad75460eb73

Observation 6adc2520-3ca2-43f4-9dfc-482ccba5a00d · outbound

This paper cites Predicting semantic map representations from images using pyramid occupancy networks.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Predicting semantic map representations from images using pyramid occupancy networks

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:48.860218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:46.399581Z digest=sha256:1150c00249852398cd8414591642540aa50bd3945f62379810b440decbfae838

Observation bffd73cd-69b1-4925-8d9f-490684209425 · outbound

This paper cites Openlane-v2: A topology rea- soning benchmark for unified 3d HD mapping.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Openlane-v2: A topology rea- soning benchmark for unified 3d HD mapping

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:48.639664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:46.507919Z digest=sha256:741bbf4da19ee158603e2b92b463c420349e06fae86b99abc79e3080537c1094

Observation 7d70f4d0-15ae-4da6-b2f3-c70bc0ab7fd7 · outbound

This paper cites Autoregressive visual tracking.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Autoregressive visual tracking

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:48.430563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:46.590525Z digest=sha256:20b956d23fd6ca94c9fa6150d83797a54074d5dc2744abfa6bd46d5a626a76a9

Observation 15dfde56-bf83-41a2-bc0f-15c618c4c98b · outbound

This paper cites Argoverse 2: Next generation datasets for self-driving perception and fore- casting.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Argoverse 2: Next generation datasets for self-driving perception and fore- casting

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:48.286201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:46.684284Z digest=sha256:1daed3b5e71c053404152efcb0f27b6c41d21062b8a3311a6622dc236b8b99d6

Observation 9bddecfe-7c86-43c5-bf1d-f3033db7dee2 · outbound

This paper cites Sparse point guided 3d lane detection.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Sparse point guided 3d lane detection

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:48.129897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:46.841097Z digest=sha256:9048b236f11e822e3980103fd82ad83062092e8143099244df5d2103e90840b7

Observation e504235f-a151-442a-8320-9f8b5a0e9fdd · outbound

This paper cites Language is all a graph needs.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Language is all a graph needs

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:48.001110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:46.970988Z digest=sha256:059cc5601745d538e0ced25a875439ebcac6bb2fc9d8de92614fabe99fb64d4b

Observation 1b36f89b-ba5e-48bd-8f45-bda54133dfb7 · outbound

This paper cites Driving with prior maps: Unified vector prior encoding for autonomous vehicle mapping.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Driving with prior maps: Unified vector prior encoding for autonomous vehicle mapping

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T19:43:47.066267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:43:47.066267Z digest=sha256:abeb3cd1464d3361b2d23197a816f8b23ea6a0c604274d6cf92c766af8445833

Observation 52e110c4-9c30-48c8-bd95-e4c91d3e619c · outbound

This paper cites Futuresightdrive: 9 Thinking visually with spatio-temporal cot for autonomous driving, 2025.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Futuresightdrive: 9 Thinking visually with spatio-temporal cot for autonomous driving, 2025

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:47.850987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:47.135025Z digest=sha256:35c0e717112a31b6345723cf9eea2b372046bfa9249dabdbd51c600b27c0390e

Observation 084f0988-2ac6-4d8b-837d-5966abb9a850 · outbound

This paper cites Pvalane: Prior-guided 3d lane detection with view- agnostic feature alignment.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Pvalane: Prior-guided 3d lane detection with view- agnostic feature alignment

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:47.717182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:47.239126Z digest=sha256:3d6e27c17271fdf2a1e6f7a2ee8585c228b2f93e37f2e157b4c065bd703ee56e

Observation ef5398c4-3d94-45a6-8a5d-49b4483065e7 · outbound

This paper cites Himap: Hybrid representa- tion learning for end-to-end vectorized HD map construction.

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions Himap: Hybrid representa- tion learning for end-to-end vectorized HD map construction

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:47.607800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:43:47.340218Z digest=sha256:db8f7e5473daa583651cfca79468ca4ddb0fedcd42b004b78377e6af584e7986

Pith citing papers

No inbound Pith citation observations are available.