Debug Information
Processing Details
- VTT File: Skeptoid_GuestHosts_Ep3106.vtt
- Model Used: models/gemini-2.5-flash-lite
- Processing Time: September 12, 2025 at 09:56 AM
- Total Chunks: 1
- Transcript Length: 4,336 characters
- Caption Count: 43 captions
- Temperature: 0.1
- Max Tokens: 1024
- Top-K: Not used
- Top-P: 0.95
- Candidate Count: 1
- Affiliate Tag: spokengoods-20
Prompts Used
Prompt 1: Context Setup
You are an expert data extractor tasked with analyzing a podcast transcript.
I will provide you with part 1 of 1 from a podcast transcript.
I will then ask you to extract different types of information from this content in subsequent messages. Please confirm you have received and understood the transcript content.
Transcript section:
[00:00:02.960 --> 00:00:07.840] Join us for an exclusive three-day exploration of historic Death Valley.
[00:00:07.840 --> 00:00:15.120] From October 21st to 24th, we'll take you from Las Vegas deep into the heart of this rugged, otherworldly landscape.
[00:00:15.120 --> 00:00:19.040] All transportation, lodging, and meals are included.
[00:00:19.040 --> 00:00:21.680] Your guides will be Skeptoid's Brian Dunning.
[00:00:21.680 --> 00:00:23.200] Hey, I know that guy, he's me.
[00:00:23.520 --> 00:00:26.800] And Death Valley expert geologist Andrew Dunning.
[00:00:26.800 --> 00:00:35.600] Together, they'll lead you to world-famous sites like Badwater Basin and the Artist's Palette, plus hidden gems that you won't find in any guidebook.
[00:00:35.600 --> 00:00:40.160] This year's trip features all new destinations with minimal overlap from last year.
[00:00:40.160 --> 00:00:45.360] And here's a bonus: Skepticamp Las Vegas begins the same evening we return to Las Vegas.
[00:00:45.360 --> 00:00:50.560] Make it a two-for-one trip and stick around to hear me talk about my visit to Area 51.
[00:00:50.560 --> 00:00:54.080] Details at skeptoid.com/slash events.
[00:00:54.080 --> 00:00:55.840] Spots are very limited.
[00:00:55.840 --> 00:00:57.360] Secure yours today.
[00:00:57.360 --> 00:01:05.360] Email help at skeptoid.com with questions and join the conversation with fellow adventurers at skeptoid.com/slash discord.
[00:01:05.360 --> 00:01:07.360] Death Valley is calling.
[00:01:07.360 --> 00:01:09.920] Are you ready to answer?
[00:01:13.760 --> 00:01:15.760] This show is supported by Odo.
[00:01:15.760 --> 00:01:21.520] When you buy business software from lots of vendors, the costs add up and it gets complicated and confusing.
[00:01:21.520 --> 00:01:23.280] Odoo solves this.
[00:01:23.280 --> 00:01:29.920] It's a single company that sells a suite of enterprise apps that handles everything from accounting to inventory to sales.
[00:01:29.920 --> 00:01:34.480] Odo is all connected on a single platform in a simple and affordable way.
[00:01:34.480 --> 00:01:37.440] You can save money without missing out on the features you need.
[00:01:37.440 --> 00:01:40.400] Check out Odoo at odoo.com.
[00:01:40.400 --> 00:01:43.280] That's odoo.com.
[00:01:45.840 --> 00:01:48.400] Hey everyone, Brian from Skeptoid here.
[00:01:48.400 --> 00:01:53.440] I want to tell you about something very cool you're going to notice in the next few episodes.
[00:01:53.440 --> 00:02:03.320] In my 19-year career as a skeptical podcaster, I've met a lot of people, a lot of extraordinary people, including many of you listening right now.
[00:02:03.320 --> 00:02:05.640] I've been to a lot of super cool places.
[00:02:05.640 --> 00:02:18.520] I've become friends with a lot of the best in the business, in half a dozen countries, in exotic locations, in places where I needed a security clearance, even to places where I had to sign a non-disclosure so I can't even tell you.
[00:02:18.520 --> 00:02:20.920] And yes, that is actually true.
[00:02:20.920 --> 00:02:29.800] The bottom line here is I've felt a tiny bit guilty that I haven't been able to share everything Skeptoid has done for me with all of you.
[00:02:30.120 --> 00:02:38.760] So, what you're going to hear over the next couple months are a lot of new guest hosts interspersed with my own regular Skeptoid episodes.
[00:02:38.760 --> 00:02:42.360] Not one of these guest hosts is an unknown rando.
[00:02:42.360 --> 00:02:53.960] Every one of them is a much-beloved, much-trusted colleague in this shared mission we all have of moving the world population away from anti-facts and toward facts.
[00:02:53.960 --> 00:02:57.000] From fake history toward real history.
[00:02:57.000 --> 00:03:00.360] From anti-science toward real science.
[00:03:00.680 --> 00:03:06.680] Please enjoy these good friends spreading the same message we all care about so much.
[00:03:06.680 --> 00:03:13.320] Each of them, at the end of their guest presentation, will tell you where to find and follow them.
[00:03:13.320 --> 00:03:15.240] Take them up on it.
[00:03:15.240 --> 00:03:17.800] And above all, enjoy.
[00:03:17.800 --> 00:03:19.720] You're listening to Skeptoid.
[00:03:19.720 --> 00:03:23.480] I'm Brian Dunning from skeptoid.com.
[00:03:31.840 --> 00:03:33.040] From PRX
Prompt 2: Key Takeaways
Now please extract the key takeaways from the transcript content I provided.
Extract the most important key takeaways from this part of the conversation. Use a single sentence statement (the key takeaway) rather than milquetoast descriptions like "the hosts discuss...".
Limit the key takeaways to a maximum of 3. The key takeaways should be insightful and knowledge-additive.
IMPORTANT: Return ONLY valid JSON, no explanations or markdown. Ensure:
- All strings are properly quoted and escaped
- No trailing commas
- All braces and brackets are balanced
Format: {"key_takeaways": ["takeaway 1", "takeaway 2"]}
Prompt 3: Segments
Now identify 2-4 distinct topical segments from this part of the conversation.
For each segment, identify:
- Descriptive title (3-6 words)
- START timestamp when this topic begins (HH:MM:SS format)
- Double check that the timestamp is accurate - a timestamp will NEVER be greater than the total length of the audio
- Most important Key takeaway from that segment. Key takeaway must be specific and knowledge-additive.
- Brief summary of the discussion
IMPORTANT: The timestamp should mark when the topic/segment STARTS, not a range. Look for topic transitions and conversation shifts.
Return ONLY valid JSON. Ensure all strings are properly quoted, no trailing commas:
{
"segments": [
{
"segment_title": "Topic Discussion",
"timestamp": "01:15:30",
"key_takeaway": "main point from this segment",
"segment_summary": "brief description of what was discussed"
}
]
}
Timestamp format: HH:MM:SS (e.g., 00:05:30, 01:22:45) marking the START of each segment.
Now scan the transcript content I provided for ACTUAL mentions of specific media titles:
Find explicit mentions of:
- Books (with specific titles)
- Movies (with specific titles)
- TV Shows (with specific titles)
- Music/Songs (with specific titles)
DO NOT include:
- Websites, URLs, or web services
- Other podcasts or podcast names
IMPORTANT:
- Only include items explicitly mentioned by name. Do not invent titles.
- Valid categories are: "Book", "Movie", "TV Show", "Music"
- Include the exact phrase where each item was mentioned
- Find the nearest proximate timestamp where it appears in the conversation
- THE TIMESTAMP OF THE MEDIA MENTION IS IMPORTANT - DO NOT INVENT TIMESTAMPS AND DO NOT MISATTRIBUTE TIMESTAMPS
- Double check that the timestamp is accurate - a timestamp will NEVER be greater than the total length of the audio
- Timestamps are given as ranges, e.g. 01:13:42.520 --> 01:13:46.720. Use the EARLIER of the 2 timestamps in the range.
Return ONLY valid JSON. Ensure all strings are properly quoted and escaped, no trailing commas:
{
"media_mentions": [
{
"title": "Exact Title as Mentioned",
"category": "Book",
"author_artist": "N/A",
"context": "Brief context of why it was mentioned",
"context_phrase": "The exact sentence or phrase where it was mentioned",
"timestamp": "estimated time like 01:15:30"
}
]
}
If no media is mentioned, return: {"media_mentions": []}
Full Transcript
[00:00:02.960 --> 00:00:07.840] Join us for an exclusive three-day exploration of historic Death Valley.
[00:00:07.840 --> 00:00:15.120] From October 21st to 24th, we'll take you from Las Vegas deep into the heart of this rugged, otherworldly landscape.
[00:00:15.120 --> 00:00:19.040] All transportation, lodging, and meals are included.
[00:00:19.040 --> 00:00:21.680] Your guides will be Skeptoid's Brian Dunning.
[00:00:21.680 --> 00:00:23.200] Hey, I know that guy, he's me.
[00:00:23.520 --> 00:00:26.800] And Death Valley expert geologist Andrew Dunning.
[00:00:26.800 --> 00:00:35.600] Together, they'll lead you to world-famous sites like Badwater Basin and the Artist's Palette, plus hidden gems that you won't find in any guidebook.
[00:00:35.600 --> 00:00:40.160] This year's trip features all new destinations with minimal overlap from last year.
[00:00:40.160 --> 00:00:45.360] And here's a bonus: Skepticamp Las Vegas begins the same evening we return to Las Vegas.
[00:00:45.360 --> 00:00:50.560] Make it a two-for-one trip and stick around to hear me talk about my visit to Area 51.
[00:00:50.560 --> 00:00:54.080] Details at skeptoid.com/slash events.
[00:00:54.080 --> 00:00:55.840] Spots are very limited.
[00:00:55.840 --> 00:00:57.360] Secure yours today.
[00:00:57.360 --> 00:01:05.360] Email help at skeptoid.com with questions and join the conversation with fellow adventurers at skeptoid.com/slash discord.
[00:01:05.360 --> 00:01:07.360] Death Valley is calling.
[00:01:07.360 --> 00:01:09.920] Are you ready to answer?
[00:01:13.760 --> 00:01:15.760] This show is supported by Odo.
[00:01:15.760 --> 00:01:21.520] When you buy business software from lots of vendors, the costs add up and it gets complicated and confusing.
[00:01:21.520 --> 00:01:23.280] Odoo solves this.
[00:01:23.280 --> 00:01:29.920] It's a single company that sells a suite of enterprise apps that handles everything from accounting to inventory to sales.
[00:01:29.920 --> 00:01:34.480] Odo is all connected on a single platform in a simple and affordable way.
[00:01:34.480 --> 00:01:37.440] You can save money without missing out on the features you need.
[00:01:37.440 --> 00:01:40.400] Check out Odoo at odoo.com.
[00:01:40.400 --> 00:01:43.280] That's odoo.com.
[00:01:45.840 --> 00:01:48.400] Hey everyone, Brian from Skeptoid here.
[00:01:48.400 --> 00:01:53.440] I want to tell you about something very cool you're going to notice in the next few episodes.
[00:01:53.440 --> 00:02:03.320] In my 19-year career as a skeptical podcaster, I've met a lot of people, a lot of extraordinary people, including many of you listening right now.
[00:02:03.320 --> 00:02:05.640] I've been to a lot of super cool places.
[00:02:05.640 --> 00:02:18.520] I've become friends with a lot of the best in the business, in half a dozen countries, in exotic locations, in places where I needed a security clearance, even to places where I had to sign a non-disclosure so I can't even tell you.
[00:02:18.520 --> 00:02:20.920] And yes, that is actually true.
[00:02:20.920 --> 00:02:29.800] The bottom line here is I've felt a tiny bit guilty that I haven't been able to share everything Skeptoid has done for me with all of you.
[00:02:30.120 --> 00:02:38.760] So, what you're going to hear over the next couple months are a lot of new guest hosts interspersed with my own regular Skeptoid episodes.
[00:02:38.760 --> 00:02:42.360] Not one of these guest hosts is an unknown rando.
[00:02:42.360 --> 00:02:53.960] Every one of them is a much-beloved, much-trusted colleague in this shared mission we all have of moving the world population away from anti-facts and toward facts.
[00:02:53.960 --> 00:02:57.000] From fake history toward real history.
[00:02:57.000 --> 00:03:00.360] From anti-science toward real science.
[00:03:00.680 --> 00:03:06.680] Please enjoy these good friends spreading the same message we all care about so much.
[00:03:06.680 --> 00:03:13.320] Each of them, at the end of their guest presentation, will tell you where to find and follow them.
[00:03:13.320 --> 00:03:15.240] Take them up on it.
[00:03:15.240 --> 00:03:17.800] And above all, enjoy.
[00:03:17.800 --> 00:03:19.720] You're listening to Skeptoid.
[00:03:19.720 --> 00:03:23.480] I'm Brian Dunning from skeptoid.com.
[00:03:31.840 --> 00:03:33.040] From PRX