Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002073

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

0.93

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 · Nagpurcell 4840003803

distance 0.178 · cross-district

#2 · Bhandaracell 4710002070

distance 0.224

#3 · Bhandaracell 4710002071

distance 0.256

#4 · Bhandaracell 4710002067

distance 0.271

#5 · Nagpurcell 4840004179

distance 0.274 · cross-district

#6 · Bhandaracell 4710002234

distance 0.287

#7 · Nagpurcell 4840006013

distance 0.289 · cross-district

#8 · Nagpurcell 4840004615

distance 0.311 · cross-district

#9 · Bhandaracell 4710002074

distance 0.314

#10 · Bhandaracell 4710002854

distance 0.329

#11 · Bhandaracell 4710001912

distance 0.33

#12 · Nagpurcell 4840002241

distance 0.335 · cross-district

#13 · Bhandaracell 4710002125

distance 0.344

#14 · Nagpurcell 4840003956

distance 0.355 · cross-district

#15 · Bhandaracell 4710002800

distance 0.362

#16 · Nagpurcell 4840003585

distance 0.365 · cross-district

#17 · Nagpurcell 4840004976

distance 0.368 · cross-district

#18 · Nagpurcell 4840003464

distance 0.372 · 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":4710002073}}}'

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.