Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001098

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

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001100

distance 0.176

#2 · Bhandaracell 4710001383

distance 0.188

#3 · Bhandaracell 4710003125

distance 0.193

#4 · Bhandaracell 4710001210

distance 0.198

#5 · Bhandaracell 4710001796

distance 0.251

#6 · Gondiacell 4760002703

distance 0.26 · cross-district

#7 · Nagpurcell 4840002116

distance 0.262 · cross-district

#8 · Nagpurcell 4840002209

distance 0.264 · cross-district

#9 · Nagpurcell 4840001195

distance 0.267 · cross-district

#10 · Bhandaracell 4710001066

distance 0.276

#11 · Bhandaracell 4710001501

distance 0.28

#12 · Nagpurcell 4840002574

distance 0.283 · cross-district

#13 · Nagpurcell 4840002115

distance 0.285 · cross-district

#14 · Chandrapurcell 4730007354

distance 0.288 · cross-district

#15 · Bhandaracell 4710001336

distance 0.295

#16 · Nagpurcell 4840006932

distance 0.298 · cross-district

#17 · Nagpurcell 4840003049

distance 0.303 · cross-district

#18 · Gondiacell 4760001520

distance 0.311 · 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":4710001098}}}'

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.