1: Yes, that matters.
2&3: The bloodline doesn't have enough information to work reliably. The relevant requirement is that you have direct experience of [Natural Pattern Y].

With the given information, you could ask "Is [the reported manner of the diamyo's death] a natural part of [his being assassinated]?"

To which the answer is "yes", regardless of whether he was assassinated or not.

To ask a better question, you would need Y to be "his life", "the current political situation", etc. Which would require that you have direct experience of those things. Note that this still isn't an absolute answer, but it can still reveal surprising truths. For example, if the political situation is unstable but you get the answer "no, it's not a natural part of the local political situation", then that could mean it was a natural death, or it could mean he was assassinated by someone outside the local political situation/for non-political reasons. Similarly, if you get the answer "no, it's not a natural part of his life", that could mean he was assassinated, or it could mean he came under some unnatural stress that made him vulnerable to illness.

4: Yes, the answer is correct even if a human in that situation would not be able to make that deduction. You do need solid premises to start from, though - it needs half-decent priors!
So you need some priors, but chakra magic fills in some of the gaps by pulling information out of the ether if you can't get all of the ones that a human would need?

Now that I understand it better, the idea of being able to ask 'is X an expected product of observed Y situation/pattern' is interesting.
 
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As far as (theoretically) fighting a Nara goes, could we macerate bioluminescent mushrooms all over ourselves and the field? The glow would fade after several minutes, but in the meantime it'd be nearly impossible for them to use shadow jutsu.
 
Keep in mind that Nara can interact with the physical world through their shadows so they have a lot more options than just having to connect their shadow to that of their enemy.

Basically think of it as shadowy hands that can manipulate weapons, storage seals, etc. all behind Shikamaru's back where Keiko won't be able to see them (provided Shikamaru creates a light source in front of him or just uses the light source the thread wants to use to prevent his possession jutsu).
 
So you need some priors, but chakra magic fills in some of the gaps by pulling information out of the ether if you can't get all of the ones that a human would need?

Now that I understand it better, the idea of being able to ask 'is X an expected product of observed Y situation/pattern' is interesting.

It's more that the bloodline stores and collates information on a subconscious level, giving you more evidence than a human would have in the same situation. It's not literally perfectly accurate, but it does statistical reasoning much better than humans can.

Or, to put it another way: the whole clan is habitually thin-slicing.
 
As far as (theoretically) fighting a Nara goes, could we macerate bioluminescent mushrooms all over ourselves and the field? The glow would fade after several minutes, but in the meantime it'd be nearly impossible for them to use shadow jutsu.
You wish to cover yourself with unusual flora from the MfDverse in an untested stratagem while surrounded by hundreds of people and a Nara opponent? In the words of @eaglejarl, yes, this is totally a thing that must happen.
 
It's more that the bloodline stores and collates information on a subconscious level, giving you more evidence than a human would have in the same situation. It's not literally perfectly accurate, but it does statistical reasoning much better than humans can.

Or, to put it another way: the whole clan is habitually thin-slicing.
Ah, like super inductive reasoning and not just deductive. That does suggest that they have some chance of being wrong occasionally, which...I like the idea of. It's still a great power, but having a power whose answers you can rely on absolutely is a huge thing. Something that you can rely on 95% of the time (or whatever) is still very useful, but there will be times when it might come into doubt, and that's both narratively and strategically interesting.
 
Well, we could just use fireflies instead. They'd probably be a lot easier to find since we're in Mist.

ANNOUNCER: And in this corner-- (cuts herself off as music fills the air)
HAZOU: (smiles)
SHIKAMARU: No.
HAZOU: (smiles)
SHIKAMARU: (sighs) Fine. Do it quickly so I can go take a nap.
HAZOU: (grinning from ear to ear: ) But Shikamaru... YOU WOULD NOT BELIEVE YOUR EYES, IF TEN MILLION FIREFLIES LIT UP THE WORLD AS YOU WENT TO SLEEP
SHIKAMARU: (clutching his hands over his ears: ) Hate. Hate. Hate.
 
We could also dump braziers around the arena as convenient to light up areas, so he can't pull the brazier behind him shadow trick again.
 
Well, now you've just doomed us all with that remark.

It'll be fine.

The only thing that could kill us is Keiko if she caught us - but she won't do that because it would end our suffering too quickly.

Meaning we get time to come up with an excuse for meeting Ami and we can just tell her that Ren decided to marry us off to Ami to cement the alliance. With our high Deceit Keiko has no choice but to believe us since she won't talk to the Mizukage. And she definitely won't talk to Ami.
 
It'll be fine.

The only thing that could kill us is Keiko if she caught us - but she won't do that because it would end our suffering too quickly.

Meaning we get time to come up with an excuse for meeting Ami and we can just tell her that Ren decided to marry us off to Ami to cement the alliance. With our high Deceit Keiko has no choice but to believe us since she won't talk to the Mizukage. And she definitely won't talk to Ami.
That's not actually a bad idea.
 
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