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Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002016

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
0.183
lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002439
distance 0.183
#2 · Chandrapurcell 4730002619
distance 0.194
#3 · Chandrapurcell 4730001931
distance 0.212
#4 · Chandrapurcell 4730001946
distance 0.218
#5 · Chandrapurcell 4730001936
distance 0.221
#6 · Chandrapurcell 4730001508
distance 0.221
#7 · Chandrapurcell 4730003390
distance 0.222
#8 · Chandrapurcell 4730002500
distance 0.222
#9 · Chandrapurcell 4730002293
distance 0.226
#10 · Chandrapurcell 4730002012
distance 0.233
#11 · Chandrapurcell 4730001940
distance 0.241
#12 · Yavatmalcell 5000002357
distance 0.245 · cross-district
#13 · Chandrapurcell 4730003776
distance 0.245
#14 · Chandrapurcell 4730002025
distance 0.246
#15 · Chandrapurcell 4730001325
distance 0.247
#16 · Chandrapurcell 4730002358
distance 0.247
#17 · Chandrapurcell 4730001233
distance 0.248
#18 · Chandrapurcell 4730000790
distance 0.248
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":4730002016}}}'
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.