Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000155

The MH-36 locality cells most similar to this Bhandara 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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.09

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000112

distance 0.09

#2 · Chandrapurcell 4730007345

distance 0.172 · cross-district

#3 · Chandrapurcell 4730006557

distance 0.191 · cross-district

#4 · Gadchirolicell 4750011656

distance 0.191 · cross-district

#5 · Gadchirolicell 4750010368

distance 0.204 · cross-district

#6 · Bhandaracell 4710000073

distance 0.205

#7 · Chandrapurcell 4730007601

distance 0.213 · cross-district

#8 · Bhandaracell 4710001158

distance 0.218

#9 · Jalgaoncell 4780000460

distance 0.22 · cross-district

#10 · Gondiacell 4760001040

distance 0.22 · cross-district

#11 · Gondiacell 4760000269

distance 0.223 · cross-district

#12 · Gadchirolicell 4750012036

distance 0.224 · cross-district

#13 · Gadchirolicell 4750010435

distance 0.224 · cross-district

#14 · Chandrapurcell 4730007228

distance 0.227 · cross-district

#15 · Chandrapurcell 4730008847

distance 0.23 · cross-district

#16 · Chandrapurcell 4730009623

distance 0.231 · cross-district

#17 · Chandrapurcell 4730009028

distance 0.236 · cross-district

#18 · Chandrapurcell 4730006204

distance 0.237 · 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":471,"cluster_id":4710000155}}}'

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.