Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001031

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.112

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001666

distance 0.112

#2 · Bhandaracell 4710001017

distance 0.134

#3 · Chandrapurcell 4730007364

distance 0.145 · cross-district

#4 · Chandrapurcell 4730007592

distance 0.145 · cross-district

#5 · Bhandaracell 4710000572

distance 0.145

#6 · Gondiacell 4760003512

distance 0.146 · cross-district

#7 · Gondiacell 4760003442

distance 0.151 · cross-district

#8 · Chandrapurcell 4730007704

distance 0.154 · cross-district

#9 · Chandrapurcell 4730009259

distance 0.155 · cross-district

#10 · Bhandaracell 4710001567

distance 0.157

#11 · Chandrapurcell 4730007815

distance 0.158 · cross-district

#12 · Bhandaracell 4710000999

distance 0.162

#13 · Chandrapurcell 4730007365

distance 0.162 · cross-district

#14 · Bhandaracell 4710002168

distance 0.164

#15 · Bhandaracell 4710001313

distance 0.165

#16 · Chandrapurcell 4730007591

distance 0.165 · cross-district

#17 · Gondiacell 4760001195

distance 0.168 · cross-district

#18 · Chandrapurcell 4730007366

distance 0.171 · 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":4710001031}}}'

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.