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Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000004

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
0.271
lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000022
distance 0.271
#2 · Chandrapurcell 4730000016
distance 0.305
#3 · Chandrapurcell 4730000441
distance 0.315
#4 · Gadchirolicell 4750001819
distance 0.316 · cross-district
#5 · Chandrapurcell 4730000033
distance 0.317
#6 · Chandrapurcell 4730000148
distance 0.318
#7 · Chandrapurcell 4730000019
distance 0.32
#8 · Chandrapurcell 4730000203
distance 0.32
#9 · Chandrapurcell 4730000153
distance 0.321
#10 · Chandrapurcell 4730000307
distance 0.322
#11 · Gadchirolicell 4750001566
distance 0.322 · cross-district
#12 · Chandrapurcell 4730000106
distance 0.325
#13 · Chandrapurcell 4730000311
distance 0.331
#14 · Chandrapurcell 4730000515
distance 0.332
#15 · Gadchirolicell 4750000455
distance 0.337 · cross-district
#16 · Chandrapurcell 4730000074
distance 0.341
#17 · Gadchirolicell 4750003085
distance 0.345 · cross-district
#18 · Gadchirolicell 4750001562
distance 0.345 · cross-district
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":4730000004}}}'
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.