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In 1991 Central Committee of the CPSU Archive released several documents related to Gagarin's flight. Amongst them was Gagarin's own after-action report to the government commission. Sadly, Russian State Archive of Socio-Political History, which inherited the CC CPSU archives, doesn't have a digitised version online, but it was published in the "Communist" journal, and documents from that publication are avaliable here (there are several lengthy documents, search for "Доклад тов. Гагарина Ю. А. от 13 апреля 1961 г." to find the actual report). According to it (translation mine):
I walked over the ridge and saw a woman with a girl moving towards me. She was about 800 meters away from me. I started walking to them, to ask where the nearest phone is. So, I am walking and I see the woman is slowing, and the girl splits from her and starts going back. Then I start waving my arms and shouting: "I'm soviet, don't be afraid, come here". It is uncomfortable walking in a spacesuit, but I am still walking. I see, she is timidly, quietly stepping towards me. I walked up to her, told her, that I'm a soviet man, came down from cosmos. We got acquainted, and she said that I can speak on the phone at the field camp. I asked the woman to see that no one touches the parachutes, until I go to the camp. Just as we got to the parachutes, 6 men came: tractor drivers and mechanics from that camp. I got acquainted with them. I told them, who I am. They said, that right now on the radio there is a message about the spaceflight. In about 3 minutes a ZIL-151 truck arrived. With it arrived artillery major comrade Galimov.
After that, he was in the army jurisdiction and they sent him straight to the nearest city by a helicopter, so no restaurants or bus tickets =)
The report doesn't mention names of the first people he met, but according to this article it was Anihayat Takhtarova, wife of a local forester, and her granddaughter, Rumia. The article is an 2011 interview with the granddaughter, and it matches pretty well with the report.
Upvote:7
I'm afraid that the reality of the 1961 Soviet Union was rather different...
According e.g. to the Russian Wikipedia and its sources during Vostok-1 landing near Engels it was tracked by the local air-defence battalion. While Gagarin was still near the landing site the soldiers from that battalion arrived acompanied by some villagers from the local kolhoz. He was then taken to the battalion hq where he contacted by the phone with the commander of the air-defence division and asked him to inform the higher command about his mission success.
Meanwile a helicopter was sent from the nearest airbase with a specific order to pick up Gagarin. However they couldn't find him at the landing site and were informed by the locals that he was taken to the town. When they were flying there Gagarin was returning from the air-defense battalion in the car. The car stopped, Gagarin jumped out and started waving his hands. He was noticed and picked up by the helicopter.
Just as a sidenote, you should not imagine the "farmer" as an owner of some private landholding. While such still existed in the Soviet Union at the time their possessions were rather small and they constituted small percentage of the countryside population. The majority were members of agricultural cooperatives i.e. kolhoz. So it was much more likely for him to get a large meal with a kolhoz chairman rather then some farmer's grandma...