Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000015

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

across 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000009

distance 0.087

#2 · Chandrapurcell 4730000014

distance 0.115

#3 · Chandrapurcell 4730000440

distance 0.129

#4 · Gadchirolicell 4750001406

distance 0.159 · cross-district

#5 · Gadchirolicell 4750001272

distance 0.162 · cross-district

#6 · Gadchirolicell 4750001691

distance 0.166 · cross-district

#7 · Chandrapurcell 4730000032

distance 0.168

#8 · Gadchirolicell 4750001360

distance 0.168 · cross-district

#9 · Gadchirolicell 4750001226

distance 0.172 · cross-district

#10 · Gadchirolicell 4750001033

distance 0.174 · cross-district

#11 · Gadchirolicell 4750001452

distance 0.175 · cross-district

#12 · Gadchirolicell 4750001408

distance 0.178 · cross-district

#13 · Gadchirolicell 4750001101

distance 0.179 · cross-district

#14 · Chandrapurcell 4730000113

distance 0.18

#15 · Gadchirolicell 4750001011

distance 0.182 · cross-district

#16 · Gadchirolicell 4750001184

distance 0.182 · cross-district

#17 · Gadchirolicell 4750001364

distance 0.183 · cross-district

#18 · Gadchirolicell 4750001227

distance 0.183 · 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":4730000015}}}'

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.