Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003425

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

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840007897

distance 0.135 · cross-district

#2 · Bhandaracell 4710001567

distance 0.158

#3 · Bhandaracell 4710003476

distance 0.162

#4 · Bhandaracell 4710003515

distance 0.164

#5 · Bhandaracell 4710003381

distance 0.177

#6 · Bhandaracell 4710003389

distance 0.19

#7 · Bhandaracell 4710000892

distance 0.2

#8 · Bhandaracell 4710003477

distance 0.203

#9 · Bhandaracell 4710002167

distance 0.213

#10 · Nagpurcell 4840007775

distance 0.213 · cross-district

#11 · Nagpurcell 4840007774

distance 0.213 · cross-district

#12 · Nagpurcell 4840007776

distance 0.215 · cross-district

#13 · Bhandaracell 4710001666

distance 0.218

#14 · Bhandaracell 4710002306

distance 0.219

#15 · Gondiacell 4760001195

distance 0.235 · cross-district

#16 · Bhandaracell 4710003396

distance 0.235

#17 · Bhandaracell 4710001017

distance 0.237

#18 · Nagpurcell 4840007838

distance 0.239 · 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":4710003425}}}'

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.