Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003460

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760003463

distance 0.178 · cross-district

#2 · Bhandaracell 4710003370

distance 0.178

#3 · Bhandaracell 4710003016

distance 0.194

#4 · Amravaticell 4680008645

distance 0.209 · cross-district

#5 · Bhandaracell 4710002982

distance 0.218

#6 · Nagpurcell 4840006387

distance 0.222 · cross-district

#7 · Gondiacell 4760003825

distance 0.222 · cross-district

#8 · Gondiacell 4760003613

distance 0.224 · cross-district

#9 · Gondiacell 4760003803

distance 0.226 · cross-district

#10 · Bhandaracell 4710003240

distance 0.226

#11 · Bhandaracell 4710003192

distance 0.227

#12 · Bhandaracell 4710002673

distance 0.229

#13 · Gondiacell 4760004257

distance 0.23 · cross-district

#14 · Bhandaracell 4710003566

distance 0.234

#15 · Bhandaracell 4710003140

distance 0.235

#16 · Gondiacell 4760004419

distance 0.236 · cross-district

#17 · Nagpurcell 4840006835

distance 0.237 · cross-district

#18 · Bhandaracell 4710003417

distance 0.239

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":4710003460}}}'

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.