Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003121

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

0.053

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003120

distance 0.053

#2 · Nagpurcell 4840006944

distance 0.075 · cross-district

#3 · Bhandaracell 4710003435

distance 0.084

#4 · Bhandaracell 4710002994

distance 0.105

#5 · Bhandaracell 4710003543

distance 0.117

#6 · Bhandaracell 4710003251

distance 0.135

#7 · Gondiacell 4760002058

distance 0.139 · cross-district

#8 · Nagpurcell 4840006943

distance 0.14 · cross-district

#9 · Bhandaracell 4710003119

distance 0.145

#10 · Nagpurcell 4840007247

distance 0.147 · cross-district

#11 · Nagpurcell 4840006509

distance 0.153 · cross-district

#12 · Nagpurcell 4840003130

distance 0.155 · cross-district

#13 · Bhandaracell 4710003298

distance 0.155

#14 · Bhandaracell 4710002996

distance 0.161

#15 · Nagpurcell 4840003031

distance 0.162 · cross-district

#16 · Bhandaracell 4710003167

distance 0.163

#17 · Bhandaracell 4710003478

distance 0.164

#18 · Bhandaracell 4710002275

distance 0.165

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":4710003121}}}'

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.