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Harry Xin
Projects项目索引09
FactLens03 / 09
← All work← 全部项目MULTIMODAL EVIDENCE多模态证据
FL / EVIDENCE DESKWORKFLOW ILLUSTRATION流程示意

FactLens

Watch closely.
Trace the claim.
看清画面,
追到证据。

A video fact-checking pipeline that listens to the narration, reads what is on screen, and connects individual claims to their sources.听视频里的叙述,也读画面上的文字、公式与图表,把每一条可核查的说法与来源联系起来。

Open on GitHub在 GitHub 打开Explore ↓往下看 ↓
FL · EVIDENCE VIEW00:24
CLAIM 01

What supports
this statement?
这条说法,
依据是什么?

Evidence Casebook证据报告

Revisit the claim, timestamp and available sources.返回主张、时间戳与可用来源。

Interactive workflow illustration · no live verification交互流程示意 · 不执行实时核查

FOLLOW THE CLAIM沿着主张,找到来源

The narration is
only half the picture.
说出来的,
只是画面的一部分。

A chart axis, slide or formula may carry a claim the speaker never says aloud. FactLens brings audio and visual evidence into the same review instead of treating a transcript as the whole video.一条坐标轴、一张幻灯片或一个公式,可能包含旁白没有说出的主张。FactLens 把声音和画面放在一起检查,让核查覆盖视频的不同信息层。

  1. 01:00

    Listen and read听到,也读到

    Use subtitles or transcription for the audio, then sample key frames to extract on-screen statements.从字幕或语音转录获得带时间的信息,再从关键帧提取画面中的说法。

    TRANSCRIPT / FRAME
  2. 02:00

    Separate the claims拆成可核查的主张

    Turn a flowing explanation into discrete factual statements that can be checked independently.把连续的讲述拆成具体事实陈述,让每一条都能单独核查。

    CLAIM RECORD
  3. 03:00

    Show the trail展示判断的来路

    An HTML Evidence Casebook groups claims, available sources and timestamps, with supported, refuted or uncertain labels.HTML 证据报告汇总主张、可用来源和时间戳,并标注“支持”“反驳”或“不确定”。

    EVIDENCE CASEBOOK

ATTACHMENT A附件 A

A verdict needs
a way back to the source.
判断之后,
还要能返回来源。

The project produces a self-contained Evidence Casebook. Its useful unit is one claim with its context and available evidence, so a reader can revisit the reasoning.项目输出独立 HTML 证据报告。报告围绕单条主张、上下文和可用证据组织,便于读者重新检查推理过程。

Inspect the published casebook展开已公开的证据报告
Example Evidence Casebook from the FactLens repository
Example Evidence Casebook from the FactLens repositoryFactLens 仓库中的 Evidence Casebook 示例 · Source ↗来源 ↗

Keep the question.
Show the evidence.
保留疑问,
给出依据。

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