Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000821

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.235

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004205

distance 0.235 · cross-district

#2 · Nagpurcell 4840003996

distance 0.253 · cross-district

#3 · Bhandaracell 4710001990

distance 0.255

#4 · Nagpurcell 4840006732

distance 0.261 · cross-district

#5 · Nagpurcell 4840006386

distance 0.261 · cross-district

#6 · Nagpurcell 4840003806

distance 0.263 · cross-district

#7 · Bhandaracell 4710002927

distance 0.266

#8 · Nagpurcell 4840008194

distance 0.267 · cross-district

#9 · Nagpurcell 4840004099

distance 0.272 · cross-district

#10 · Nagpurcell 4840004306

distance 0.273 · cross-district

#11 · Nagpurcell 4840006735

distance 0.275 · cross-district

#12 · Bhandaracell 4710003432

distance 0.279

#13 · Nagpurcell 4840006506

distance 0.281 · cross-district

#14 · Nagpurcell 4840004209

distance 0.285 · cross-district

#15 · Bhandaracell 4710001874

distance 0.287

#16 · Nagpurcell 4840006021

distance 0.292 · cross-district

#17 · Nagpurcell 4840006384

distance 0.294 · cross-district

#18 · Bhandaracell 4710002180

distance 0.294

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":4710000821}}}'

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.