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@liqunsifang · X · Global · OTHER
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Auto-seeded from following graph: @liqunsifang is followed by 1 saved Account Radar account(s). Treat this as a discovery candidate until real collection and moderation add context. This candidate is low priority, not a confirmed risk account.
Risk reading
High uncertainty
Evidence
Medium · 48
Risk reading
High uncertainty
Evidence
Medium · 48
The record has unresolved uncertainty from risk tags, moderation, mixed signals, or thin context. Treat this as a review prompt.
Nothing on this page is an identity, safety, or transaction verdict — it is collected evidence plus interpretation.
Main basis
Reading limits
Image inventory
Queued for collection
2
Saved media
Image inventory
Queued for collection
2
Saved media
This account is queued for X collection. Come back after the next collection pass — this does not mean the account has no content.
Post images
0
Unique images
0
Linked posts
0
Freshness
Needs refresh
Latest captured media: 2026-07-26 04:39
Refresh only adds new media. Saved media stays archived even after the creator deletes the originals.
Quick read
Key account facts
Open
Quick read
Key account facts
Registration history
12y 8m
Follower / following
124.2K / 1
Posting evidence
5 collected
Profile density
Thin profile evidence
Community calibration
Does this score match what you see? Your signal helps calibrate the account.
Radar score
80
Risk
medium
Followers
124.2K
Following
1
Posts tracked
Pending collection
Data status
Profile data stale
The latest collected snapshot is 81 day(s) old; refresh before relying on time-sensitive details.
Result source: Saved server record
Loaded from the server cache.
Latest collection run: Failed
Status: failed — this run could not be saved. A retry is scheduled.
Started at 2026-08-01 07:19 · Finished at 2026-08-01 07:19
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Collected X evidence
Profile snapshot
Collected profileFollowers
124K
Following
1
Tweets
86
Recorded at
2026-08-01 07:19
Collected media evidence
Library note
2 saved asset(s) are attached to this account record.
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X media ↗Followers
124K
Following
1
Tweets
86
Source
third_party_api

利群📸私房
Collected at: 2026-08-01 07:19
利群先生|深度情色摄影|痴迷情绪价值 电报✈️粉丝群👉 https://t.co/5JRjmQrUea ✈️telegram账号购买👉 https://t.co/HU6E6SWEGk
Recent collected posts
今天这场是我第一次试主题风。 以前都是酒店白床、日常私房,精灵耳、金冠这套我是头一回架灯。人倒是现成的——妹妹刚从漫展回来,尖耳朵还粘着,金叶冠、臂环项链全在包里没拆,微信丢句:「老师,顺路,能不能顺便拍几张?道具都在。」顺路。棚一开,花墙酒红绒一铺,兄弟们懂——漫展出完汗的coser,最好顺手开发。 进门她还带着展场那股热。 假发有点乱,假耳边缘翘着一点胶,说站了一天腿酸,想先喝口水。我让她把常服脱掉,冠和耳朵留下:「今天第一次拍这种,你配合,我试试光。」她笑,说行,反正展上被看了一天,再被镜头看透也没差。 开发,从「顺便」两个字开始。 先仰躺花丛前,手指点唇,一丝不挂,只剩金饰装角色。我一边调色温一边夸,夸她腰、夸她逼缝干净,她耳尖红到假耳根。再侧躺酒红垫上,腿自己分开——漫展鞠躬握手的身体,到这儿完全打开了。我是第一次拍精灵,她是第一次在棚里全裸还戴着耳朵,两个人都生,姿势却一次比一次脏。 最后让她趴镜边。 膝肘撑着,臀抬起来,逼冲镜头,回头问:「老师,展里能不能这样摆?」不能。展里要衣冠整齐,棚里可以把衣冠扔地上。特写那张我拍手都稳了:只剩臀线和张开的缝,连脸都不用——第一次试这风格,出片直接拉满。 约好的是漫展回来顺便拍。 交付的是:道具没卸完,人已经脱光;正面点唇、侧躺全开、趴跪回眸、臀特写一套。 我是头回玩主题,她是展场余温还在就躺上绒布。 新风格,成了。 漫展散场顺路进棚的,往往最好拍——戏服还热,逼已经凉不下来。 #私房 #开发 #私房摄影 #摄影 #素人 #开发 #利群先生
我开好酒店,花钱请你来拍摄私房,你TMD是来打游戏的吗?艹TMD,我TM让你打游戏,小小留学生,一点规矩都不知道,洗过澡就直接过去,妈的灯光,摄影器材全部弄好了,我最讨厌这种,不把事情当事,上去就TMD给我口,艹死你TM的留学生,无套内射,让你知道规矩 #私房 #开发 #私房摄影 #摄影 #素人 #开发 #利群先生
约的时候还一口一个「老师就拍几张竹林私房」,进林子手都在抖。黑旗袍自己带来的,丝袜也是,面具一戴,人已经自己跪在落叶上把裙子掀到腰了。开发,就在今天这片竹林里完成。先让她背对着镜头,自己掰开屁股。旗袍扣子还挂着晃,每摆一下臀就颤一下。竹林里风声大,她咬着嘴不敢喘太响,逼却已经湿得发亮,水顺着腿根往下淌,把丝袜都打湿了。镜头就架在旁边,拍的就是这一段。拍到她腿软,让她自己翻过来坐在落叶上。 双腿大开那一下她自己对准镜头,黑旗袍没脱,奶在里面晃。我让她一手抓着折扇,一手自己把穴掰得更开,落叶被蹭得一片乱。从跪着露后面,到正面完全打开,今天私房两个字,一个都没剩下。约好的是今天竹林出片。 照片里就这几下:黑旗袍还在,丝袜挂腿上,扇子没丢,逼已经完全对着镜头,水还在往下滴。 嘴上说拍照,身体先跪好、先掰开、先坐到底。 新场子,今天成的。如果在竹林里艹…… 就在她跪着掰开的时候从后面顶进去,旗袍还挂肩上晃,每顶一下臀就颤一下。到正面骑软,落叶被蹭得一片乱,水声比风还大。兄弟们,怎么样,这女生在开发一下就差不多了,反正刚拍完出的片,逼还是湿的。 #私房 #开发 #私房摄影 #摄影 #素人 #开发 #利群先生
昨晚新开发一个妹妹,视频就是昨晚在酒店拍的。约的时候还一口一个「老师就拍几张私房」,进门手都在抖。黑内衣自己带来的,白床单刚铺热,灯一关,人已经跪上床了。 开发,就在昨晚那张床上完成。 先站在床边从后面顶进去。她手撑着床单,脸埋枕头,黑内衣带子还挂肩上晃,每顶一下臀就颤一下。酒店隔音一般,她咬着嘴不敢叫太响,逼却夹得死紧,水顺着腿根往下淌。镜头就架在旁边,录的就是这一段。 干到她手臂发软,把她拉起来自己坐。 女上那一下她自己对准坐到底,黑内衣没脱,奶在罩杯里晃。我掐着她腰往上顶,她双手撑床,自己扭、自己吞,白被单皱成一团。从后面操开,到正面骑软,昨晚私房两个字,一个都没剩下。 约好的是昨晚酒店出片。 视频里就这几下:黑内衣还在,后入把人钉在床上,再让她跨上来骑到水声响。 嘴上说拍照,身体先跪好、先坐到底。 新场子,昨晚成的。 兄弟们,隔夜出的片,逼还是热的。 #私房 #开发 #私房摄影 #摄影 #素人 #开发 #利群先生
今天开发的是个画画老师。 人在画室给人教素描、改构图,微信头像还是静物和石膏。朋友说她私下想接点私房补贴,我让他把微信推过来。聊天她打字规规矩矩:「老师……我没拍过这种,能不能先穿一点?」行。开好房,约今天。兄弟们懂,白天教别人看人体结构的,晚上最经不起自己被看透。 进门还带着画室那股子绷。 黑细带自己带来的,说「我太正式的没有」。白床单一铺,人往上一躺就软了:先穿着细带拍,手挡着嘴,腿却自己分开——构图她比我懂,哪儿该露、哪儿该虚,心里门清。我一边按快门一边夸,夸她腰线、夸她耻毛修得干净又留一点、夸她逼缝粉。每夸一句,画画老师脸上的红就深一分。 开发,从「再打开一点」开始。 细带扒掉,只剩大腿上一圈白蕾丝吊带。腿分到最大,手指无意识搭在腿根,逼对着镜头全开,上面还用手挡着半张脸——特么的,教人体的人,最会把自己摆成最勾人的角度。拍到第三轮她不问「能不能穿一点」了,只喘着问:「这样……构图可以吗?」 还可以。换场景。 灰帘边、青沙发下,让她换上白荷叶领黑领结那套,女仆领还在,底下真空,黑细绳勒着奶,腿一开,耻毛和逼缝全在地板上敞开。一手插头发,眼神抬起来看镜头,哪还有画室里改学生作业的样子。 约好的是画画老师的私房试拍。 交付的是:白床掰腿特写、细带半遮挡脸、女仆领落地全开,一套拍满。 白天教别人看比例、看光影,晚上把自己的比例和光影全交给快门。 新场子,成了。 这种会画画的,往往最好开发,懂美,也懂怎么把自己摆脏。 #私房 #开发 #私房摄影 #摄影 #素人 #开发 #利群先生
📊 Metric notes
6 items
Registration history
12y 8m
Created at 2014-02-21 01:08
Audience scale
124.2K
Follower count at the last collection.
Follower / following
124.2K / 1
Followers >> following · Followers far outnumber following — a strong structural signal. Ratio: 124151.
Posting evidence
5 collected
Latest collected posts become the basis for content and risk interpretation.
Profile density
Thin profile evidence
Missing post samples, reply/interaction signals, video content, so its ranking weight is reduced.
Community sample
0
Too thin for a platform conclusion.
🗺️ Identity map
- Entry threshold
- Gatedtelegram
🧩 Judgment stack
Primary identity
Image seller
Amateur sharing
Content themes
Monetization path
Trust signals
Risk signals
🧭 Why this type
Profile: Saved server profile for @liqunsifang. The visible score now blends the durable lookup result with collected X evidence, media inventory, audience structure, and interaction traces; risk remains separate.
Collected posts: 5 saved recent post(s)
Media evidence: 2 saved media asset(s)
Community: 0 public review signal(s)
Location is self-declared.
🪪 Credit signals4
Account nature
Amateur sharing
Based on saved profile state, 5 collected post(s), 2 media asset(s), and 0 public community signal(s).
Positive signals
No strong positive signal yet
0 higher-weight review signal(s) and no public Photo Match attachment are currently available.
Risk signals
medium
0 caution/risk review signal(s) and 1 pending governance item(s) are attached.
Suitable for
1 moderation item is still pending, so score interpretation can still move.
Not enough reviews yet.
🎬 Content experience
60/100Visual appeal
6.7
Exposure level
Unknown from public sample
Stimulation
6.3
Originality
6.2
Update stability
5.0
Paid-match confidence
5.8
📡 Platform signals
P1Following circle
thinAnalyzed
0
Priority candidates
0
Review queue
0
From accounts this handle follows; review-queue means lower priority only.
Open graph viewSite behavior
thin7d views
1
Favorites
0
Reports
0
Photo Match
Verification records
No live public Photo Match result is attached yet.
Use Photo Match when someone needs to prove that a specific photo or teaser video matches the person who appeared at verification time.
Community stance
How the crowd currently leans
No community signals yet — the first tracked review will appear here.
🪞 Identity signals
🧮 Score detail
9 items
Featured media archive
Narrative fallback🏛️ Evidence stack
0 archive cards · 2 timeline notes
0 archive card(s), 2 timeline note(s), and 0 approved review(s) currently back this score.
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