Bhārata Strata · Maharashtra · Chandrapur · morphological twins
Places like cell 4730002293
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 5 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.167
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730002292
distance 0.167
#2 · Chandrapurcell 4730002358
distance 0.171
#3 · Chandrapurcell 4730003558
distance 0.179
#4 · Yavatmalcell 5000003205
distance 0.18 · cross-district
#5 · Chandrapurcell 4730002619
distance 0.185
#6 · Chandrapurcell 4730002072
distance 0.191
#7 · Chandrapurcell 4730001376
distance 0.191
#8 · Beedcell 4700004669
distance 0.192 · cross-district
#9 · Chandrapurcell 4730001377
distance 0.199
#10 · Chandrapurcell 4730007235
distance 0.201
#11 · Akolacell 4670000445
distance 0.201 · cross-district
#12 · Chandrapurcell 4730006996
distance 0.201
#13 · Chandrapurcell 4730001652
distance 0.202
#14 · Yavatmalcell 5000002231
distance 0.202 · cross-district
#15 · Yavatmalcell 5000001868
distance 0.202 · cross-district
#16 · Hingolicell 4770000066
distance 0.203 · cross-district
#17 · Chandrapurcell 4730006888
distance 0.205
#18 · Chandrapurcell 4730004233
distance 0.205
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":4730002293}}}'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.