Bhārata Strata · Maharashtra · Chandrapur · morphological twins
Places like cell 4730002659
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 3 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.196
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730002948
distance 0.196
#2 · Chandrapurcell 4730001821
distance 0.211
#3 · Gadchirolicell 4750007910
distance 0.214 · cross-district
#4 · Chandrapurcell 4730002417
distance 0.215
#5 · Chandrapurcell 4730002728
distance 0.217
#6 · Washimcell 4990003497
distance 0.221 · cross-district
#7 · Chandrapurcell 4730003578
distance 0.222
#8 · Chandrapurcell 4730001561
distance 0.225
#9 · Gadchirolicell 4750007556
distance 0.225 · cross-district
#10 · Chandrapurcell 4730006555
distance 0.229
#11 · Chandrapurcell 4730002418
distance 0.23
#12 · Chandrapurcell 4730003224
distance 0.233
#13 · Chandrapurcell 4730001697
distance 0.234
#14 · Chandrapurcell 4730003020
distance 0.242
#15 · Gadchirolicell 4750007532
distance 0.252 · cross-district
#16 · Chandrapurcell 4730003516
distance 0.253
#17 · Gadchirolicell 4750007968
distance 0.254 · cross-district
#18 · Chandrapurcell 4730002665
distance 0.255
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":4730002659}}}'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.