Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001694

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

0.93

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 4710001537

distance 0.09

#2 · Bhandaracell 4710001538

distance 0.133

#3 · Nagpurcell 4840005898

distance 0.149 · cross-district

#4 · Nagpurcell 4840006155

distance 0.151 · cross-district

#5 · Bhandaracell 4710001507

distance 0.167

#6 · Nagpurcell 4840002852

distance 0.168 · cross-district

#7 · Bhandaracell 4710001975

distance 0.173

#8 · Bhandaracell 4710001146

distance 0.177

#9 · Bhandaracell 4710002510

distance 0.178

#10 · Bhandaracell 4710002839

distance 0.183

#11 · Bhandaracell 4710002447

distance 0.185

#12 · Bhandaracell 4710001278

distance 0.189

#13 · Bhandaracell 4710001910

distance 0.193

#14 · Gondiacell 4760004377

distance 0.194 · cross-district

#15 · Bhandaracell 4710002672

distance 0.195

#16 · Bhandaracell 4710001714

distance 0.195

#17 · Gondiacell 4760004096

distance 0.195 · cross-district

#18 · Gondiacell 4760001041

distance 0.196 · 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":4710001694}}}'

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.