Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001158

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760004036

distance 0.144 · cross-district

#2 · Bhandaracell 4710001194

distance 0.157

#3 · Bhandaracell 4710001146

distance 0.161

#4 · Gondiacell 4760001040

distance 0.162 · cross-district

#5 · Gondiacell 4760004035

distance 0.165 · cross-district

#6 · Bhandaracell 4710001062

distance 0.17

#7 · Bhandaracell 4710001192

distance 0.178

#8 · Bhandaracell 4710001940

distance 0.185

#9 · Chandrapurcell 4730008847

distance 0.189 · cross-district

#10 · Bhandaracell 4710001975

distance 0.191

#11 · Gondiacell 4760004088

distance 0.193 · cross-district

#12 · Bhandaracell 4710001575

distance 0.193

#13 · Bhandaracell 4710000112

distance 0.195

#14 · Gondiacell 4760001316

distance 0.195 · cross-district

#15 · Chandrapurcell 4730007795

distance 0.197 · cross-district

#16 · Chandrapurcell 4730007686

distance 0.2 · cross-district

#17 · Gondiacell 4760003785

distance 0.2 · cross-district

#18 · Chandrapurcell 4730009203

distance 0.202 · 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":4710001158}}}'

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.