Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003045

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

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003046

distance 0.208

#2 · Bhandaracell 4710002969

distance 0.212

#3 · Bhandaracell 4710003005

distance 0.218

#4 · Nagpurcell 4840005765

distance 0.238 · cross-district

#5 · Bhandaracell 4710002813

distance 0.239

#6 · Nagpurcell 4840005766

distance 0.241 · cross-district

#7 · Nagpurcell 4840005637

distance 0.245 · cross-district

#8 · Bhandaracell 4710003044

distance 0.248

#9 · Nagpurcell 4840005767

distance 0.252 · cross-district

#10 · Nagpurcell 4840006026

distance 0.259 · cross-district

#11 · Bhandaracell 4710002754

distance 0.261

#12 · Bhandaracell 4710002896

distance 0.265

#13 · Bhandaracell 4710003038

distance 0.266

#14 · Nagpurcell 4840005883

distance 0.266 · cross-district

#15 · Bhandaracell 4710003089

distance 0.266

#16 · Nagpurcell 4840001998

distance 0.266 · cross-district

#17 · Bhandaracell 4710002838

distance 0.267

#18 · Nagpurcell 4840006156

distance 0.268 · 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":4710003045}}}'

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.