Paper Citation Record · LEDGER

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset

As of 22 August 2026, this Paper Citation Record lists 78 of 78 outbound references and 2 inbound Pith citation observations for arXiv:2501.09349.

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

pith.paper-citation-record.v1
2501.09349 v1

Coverage vector

measured 78 of 78 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:12:20.553114Z

measured 80 of 80 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:42:47.573987Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T15:12:51.278484Z

Reference resolution

78 of 78 outbound references displayed

verified exact3
verified fuzzy11
unresolved61
parse uncertain0
malformed identifier2
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7e44352f-c8af-4e24-8e9c-4e0dd1012288 · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:12:23.189286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2dedacfd-3687-42ac-a234-0f9785346ac4 · outbound

This paper cites https://www.statista.com/, 2024.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset https://www.statista.com/, 2024

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:12:23.158446Z

Source-reported events for the cited work

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Observation c7962df4-9881-4e27-b20e-4ed76252997f · outbound

This paper cites GPT-4 Technical Report.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset GPT-4 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.178625Z

Source-reported events for the cited work

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Observation 7e078271-e834-4e5d-9c0d-039cfa604312 · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:12:23.142531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5b4d2420-9746-4cf4-b5cd-fc2407eb50cf · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 5

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Source-reported events for the cited work

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Observation 977e3214-42e4-49c2-b736-4e86b18e0138 · outbound

This paper cites Battle, P.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Battle, P

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.195147Z

Source-reported events for the cited work

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Observation 47388568-217e-4d65-8e59-b40748b966a3 · outbound

This paper cites Burns, S.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Burns, S

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:12:23.126160Z

Source-reported events for the cited work

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Observation a2cf52ba-cbea-4898-a77f-7cc6530d0d51 · outbound

This paper cites Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.205131Z

Source-reported events for the cited work

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Observation abf86b41-aefa-4d75-8eef-c80b41a6f079 · outbound

This paper cites Universal Self-Consistency for Large Language Model Generation.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Universal Self-Consistency for Large Language Model Generation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.210402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1759d25-419a-48d3-be44-b226711f71d6 · outbound

This paper cites LM vs LM: Detecting Factual Errors via Cross Examination.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset LM vs LM: Detecting Factual Errors via Cross Examination

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.215399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59b5ab1d-c011-44e9-a462-89e8a2e3b28d · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:12:23.107763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b822071e-9013-45c3-97f3-63f0f078bcda · outbound

This paper cites The Llama 3 Herd of Models.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset The Llama 3 Herd of Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.226264Z

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Observation f19c8f6f-07d6-45f7-971e-6a036deac9d4 · outbound

This paper cites Frieder, L.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Frieder, L

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.231264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e9d9da6-b555-42a2-a83a-d2378afe6f65 · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 14

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 85b86d84-00a9-419c-9941-a6031df5eba7 · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.241571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e20b6514-052e-4215-8091-0e3a33c55b39 · outbound

This paper cites Greenbacker, P.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Greenbacker, P

Reference 16

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Source-reported events for the cited work

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Observation 7af11428-258b-4ceb-9ecf-afb6627353df · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:12:23.091310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 947dfa02-932c-4d82-b699-fefcf6eeb8f7 · outbound

This paper cites ChartLlama: A Multimodal LLM for Chart Understanding and Generation.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset ChartLlama: A Multimodal LLM for Chart Understanding and Generation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.256657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 701d2d8d-f275-46d3-bad5-64fe759d9250 · outbound

This paper cites Leveraging Foundation Models for Crafting Narrative Visualization: A Survey.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Leveraging Foundation Models for Crafting Narrative Visualization: A Survey

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.262380Z

Source-reported events for the cited work

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Observation 17389ada-9d12-45af-b8ce-de56f0feb4da · outbound

This paper cites Hegarty and M.-A.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Hegarty and M.-A

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:12:23.075816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2df0dff0-2f4d-45fa-9434-20b92aa6b4c4 · outbound

This paper cites Towards Reasoning in Large Language Models: A Survey.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Towards Reasoning in Large Language Models: A Survey

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.277763Z

Source-reported events for the cited work

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Observation 11b0ccd6-1d87-467b-8009-2736e9c1818a · outbound

This paper cites From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.282705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5e97b3d-48c8-4ddd-b5fc-292d3d020354 · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:12:23.059678Z

Source-reported events for the cited work

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Observation 1fc86745-1e44-41d0-b680-477fc82f1020 · outbound

This paper cites Kantharaj, R.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Kantharaj, R

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.292861Z

Source-reported events for the cited work

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Observation b2310e0f-229c-4f10-9fef-0927590e2d8b · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 25

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This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.302730Z

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Unavailable: canonical work link unavailable.

Observation 2d36addd-39da-4b6b-8b66-194585f73f9b · outbound

This paper cites Kim and K.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Kim and K

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.307553Z

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Observation 0d0bfa37-bdf6-434f-9293-95871e288dea · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 28

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ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Large, J

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:12:23.041850Z

Source-reported events for the cited work

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Observation c8fbf9ab-913f-4752-ab77-da69025945ee · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.326311Z

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Unavailable: canonical work link unavailable.

Observation 5060c4f6-5cfb-4a02-bb34-738dec3c3397 · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.331282Z

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ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.335867Z

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Observation 3031abc2-b8fb-41bc-9155-6129b2a753e5 · outbound

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ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization

Reference 33

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ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Lundgard and A

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.345763Z

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Observation 17a0a642-9c43-4c85-86bc-3b570de88fdd · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:12:23.015417Z

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Observation 72d3213a-7b0b-45e5-b041-b8c144bc3d41 · outbound

This paper cites UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.365881Z

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Observation ee325f55-1a02-4c4f-a1fe-45fee64dbfb3 · outbound

This paper cites ChartAssisstant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset ChartAssisstant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.371362Z

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This paper cites Menghani.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Menghani

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:12:22.999215Z

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Observation 7c048f4c-15f9-49ca-a648-8dac5e0fe197 · outbound

This paper cites Narechania, A.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Narechania, A

Reference 39

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Observation d2da5e3d-0290-4685-af86-03f2e1453a68 · outbound

This paper cites Chart-to-Text: Generating Natural Language Descriptions for Charts by Adapting the Transformer Model.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Chart-to-Text: Generating Natural Language Descriptions for Charts by Adapting the Transformer Model

Reference 40

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This paper cites Hello gpt-4o.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Hello gpt-4o

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:12:22.982441Z

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Observation 2e05b431-3b74-4cbc-9f5a-8ab8802a66e4 · outbound

This paper cites Peifeng, L.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Peifeng, L

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.401432Z

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Observation 5e140f47-42e3-4679-b038-0a98314e91b7 · outbound

This paper cites Pew research center.https://www.pewresearch.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Pew research center.https://www.pewresearch

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:12:22.966616Z

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Observation 721c69b8-7a4c-41f9-b429-6095e27c6aee · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 44

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5fa84452-006c-4f06-b337-ccd203028c7a · outbound

This paper cites Roser, H.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Roser, H

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:12:22.935262Z

Source-reported events for the cited work

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Observation 28961de0-8870-493a-92bd-c676b29cda45 · outbound

This paper cites Satyanarayan, D.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Satyanarayan, D

Reference 46

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ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Schmidt, N

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:12:22.917889Z

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Observation 78c7612a-2514-4262-9d1f-e23895bc71c9 · outbound

This paper cites Setlur, M.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Setlur, M

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.430436Z

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Observation e0fce154-38f4-4681-96ee-43770cac432c · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 49

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Observation b88acbe9-4fbd-4df3-b04d-6602f935a55f · outbound

This paper cites Singh and A.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Singh and A

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:12:22.900108Z

Source-reported events for the cited work

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Observation 913fa7c8-e3e2-4bb0-ac9f-8b205adbe6c6 · outbound

This paper cites Sultanum and A.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Sultanum and A

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.451178Z

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Observation 4ab07353-1968-4e4e-bad0-d18459acd886 · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:12:22.882671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1520299a-38c5-4b45-949e-254118a11f34 · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.460667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48efef8d-82e6-410f-9515-2597ffac7932 · outbound

This paper cites Vega-altair: Declarative visualization in python.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Vega-altair: Declarative visualization in python

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:12:22.863962Z

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Observation 46d3f77e-59d8-4a22-949e-078669550507 · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 55

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ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 56

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Observation bc419aca-108c-466f-8023-6ab510b96636 · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 57

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Observation 0aad340b-2ed2-4035-935a-0752ffec8c80 · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 58

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Unavailable: canonical work link unavailable.

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This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 59

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Unavailable: canonical work link unavailable.

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ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 60

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ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Xu and E

Reference 61

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Unavailable: canonical work link unavailable.

Observation 5399a9f7-c978-4e7c-914c-f4a15aade27f · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.507331Z

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Unavailable: canonical work link unavailable.

Observation 10b433cd-c71b-4148-a53e-460e32abd4b3 · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 63

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Unavailable: canonical work link unavailable.

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ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset How well do Large Language Models perform in Arithmetic tasks?

Reference 64

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This paper cites Zhang, A.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Zhang, A

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.523657Z

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Unavailable: canonical work link unavailable.

Observation 72c1b59c-5307-4cc3-b255-b4ba600179fb · outbound

This paper cites Zhang, H.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Zhang, H

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.528940Z

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Unavailable: canonical work link unavailable.

Observation 03ed05c6-63f9-45cf-8481-7288721f6b76 · outbound

This paper cites Zhang, Y.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Zhang, Y

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.534153Z

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Unavailable: canonical work link unavailable.

Observation a2daff4e-42b6-4d20-9b69-60e78f9c3f7d · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.538998Z

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Unavailable: canonical work link unavailable.

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This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.543712Z

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Unavailable: canonical work link unavailable.

Observation e5ca037f-e3f5-45cf-82cc-2de76a1e242a · outbound

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ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Why Does ChatGPT Fall Short in Providing Truthful Answers?

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.553114Z

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Unavailable: canonical work link unavailable.

Observation 65a61ed3-2074-4385-8e1d-4051940b9db0 · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.548340Z

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Unavailable: canonical work link unavailable.

Observation d153b1e4-05bd-47c6-b19b-1b682599cfb5 · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 1993

Resolution: verified exact; raw_fallback, observed 2026-08-10T20:12:22.450077Z

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Observation aeb5d82a-2dfe-45b6-9fe9-2c6594427c67 · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 1995

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2980fe48-b468-4894-8dac-aa9a65c6fb3e · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.445438Z

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Unavailable: canonical work link unavailable.

Observation 097c2a2e-1502-41bd-9437-5f6c85dcecb3 · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 2021

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Unavailable: canonical work link unavailable.

Observation c7eb28a0-fd4b-41de-bfdf-b1ef38f6e070 · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

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Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.351132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e237879-c11e-4bce-93ec-dd47b5526ccd · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.381061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cad376f0-ebfb-4017-aae2-ebf4b531caa2 · outbound

This paper cites an unresolved cited work.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:12:23.173498Z

Source-reported events for the cited work

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Pith citing papers

Observation 1d685077-6f95-4e10-a8ca-fcb2401cc0dd · inbound

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics cites this paper.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c2c7444-e22d-4479-a227-b81ca7f146ba · inbound

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SceneLoom: Communicating Data with Scene Context ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset

Reference 58

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.