Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002234

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003803

distance 0.185 · cross-district

#2 · Bhandaracell 4710001912

distance 0.209

#3 · Bhandaracell 4710002235

distance 0.26

#4 · Bhandaracell 4710002074

distance 0.271

#5 · Bhandaracell 4710002073

distance 0.287

#6 · Bhandaracell 4710001969

distance 0.312

#7 · Nagpurcell 4840006013

distance 0.328 · cross-district

#8 · Nagpurcell 4840003956

distance 0.333 · cross-district

#9 · Nagpurcell 4840004496

distance 0.334 · cross-district

#10 · Nagpurcell 4840002515

distance 0.339 · cross-district

#11 · Nagpurcell 4840001010

distance 0.341 · cross-district

#12 · Jalgaoncell 4780006671

distance 0.342 · cross-district

#13 · Nagpurcell 4840004478

distance 0.342 · cross-district

#14 · Nagpurcell 4840002706

distance 0.344 · cross-district

#15 · Nagpurcell 4840001917

distance 0.346 · cross-district

#16 · Bhandaracell 4710002184

distance 0.347

#17 · Jalgaoncell 4780005930

distance 0.348 · cross-district

#18 · Nagpurcell 4840002513

distance 0.353 · 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":4710002234}}}'

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.