Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002841

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.083

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840006278

distance 0.083 · cross-district

#2 · Bhandaracell 4710002784

distance 0.084

#3 · Nagpurcell 4840006394

distance 0.091 · cross-district

#4 · Bhandaracell 4710002866

distance 0.114

#5 · Nagpurcell 4840001829

distance 0.117 · cross-district

#6 · Nagpurcell 4840006271

distance 0.12 · cross-district

#7 · Bhandaracell 4710002729

distance 0.123

#8 · Nagpurcell 4840006153

distance 0.127 · cross-district

#9 · Nagpurcell 4840005896

distance 0.128 · cross-district

#10 · Nagpurcell 4840006399

distance 0.129 · cross-district

#11 · Bhandaracell 4710002783

distance 0.133

#12 · Nagpurcell 4840004523

distance 0.135 · cross-district

#13 · Nagpurcell 4840004749

distance 0.135 · cross-district

#14 · Nagpurcell 4840005500

distance 0.141 · cross-district

#15 · Bhandaracell 4710002842

distance 0.142

#16 · Nagpurcell 4840001548

distance 0.144 · cross-district

#17 · Nagpurcell 4840004753

distance 0.146 · cross-district

#18 · Nagpurcell 4840005003

distance 0.146 · 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":4710002841}}}'

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.