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Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009428

The MH-36 locality cells most similar to this Chandrapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found
18
across 2 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.123
lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000593
distance 0.123 · cross-district
#2 · Bhandaracell 4710000551
distance 0.136 · cross-district
#3 · Bhandaracell 4710000549
distance 0.137 · cross-district
#4 · Chandrapurcell 4730008730
distance 0.149
#5 · Chandrapurcell 4730009661
distance 0.157
#6 · Chandrapurcell 4730007457
distance 0.161
#7 · Chandrapurcell 4730009603
distance 0.172
#8 · Chandrapurcell 4730009426
distance 0.186
#9 · Chandrapurcell 4730009656
distance 0.191
#10 · Chandrapurcell 4730009608
distance 0.213
#11 · Chandrapurcell 4730009095
distance 0.232
#12 · Chandrapurcell 4730009168
distance 0.236
#13 · Chandrapurcell 4730008738
distance 0.238
#14 · Chandrapurcell 4730009556
distance 0.241
#15 · Chandrapurcell 4730009086
distance 0.242
#16 · Chandrapurcell 4730008568
distance 0.244
#17 · Chandrapurcell 4730009485
distance 0.244
#18 · Chandrapurcell 4730009606
distance 0.245
witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":473,"cluster_id":4730009428}}}'
Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.