Bhārata Strata · Maharashtra · Chandrapur · morphological twins
Places like cell 4730007307
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
44
morphology-v2 feature dimensions
Closest twin distance
0.06
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730007534
distance 0.06
#2 · Chandrapurcell 4730007535
distance 0.07
#3 · Chandrapurcell 4730007420
distance 0.078
#4 · Wardhacell 4980001304
distance 0.114 · cross-district
#5 · Chandrapurcell 4730007537
distance 0.122
#6 · Wardhacell 4980001493
distance 0.123 · cross-district
#7 · Wardhacell 4980001116
distance 0.126 · cross-district
#8 · Wardhacell 4980001305
distance 0.13 · cross-district
#9 · Wardhacell 4980001402
distance 0.131 · cross-district
#10 · Chandrapurcell 4730005964
distance 0.132
#11 · Chandrapurcell 4730007421
distance 0.135
#12 · Chandrapurcell 4730006195
distance 0.136
#13 · Chandrapurcell 4730006079
distance 0.136
#14 · Chandrapurcell 4730007422
distance 0.136
#15 · Chandrapurcell 4730005963
distance 0.137
#16 · Nagpurcell 4840000016
distance 0.138 · cross-district
#17 · Chandrapurcell 4730005965
distance 0.139
#18 · Chandrapurcell 4730006080
distance 0.139
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":4730007307}}}'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.