Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003433

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

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002647

distance 0.174

#2 · Bhandaracell 4710002621

distance 0.177

#3 · Nagpurcell 4840004007

distance 0.181 · cross-district

#4 · Nagpurcell 4840004649

distance 0.199 · cross-district

#5 · Nagpurcell 4840005899

distance 0.203 · cross-district

#6 · Nagpurcell 4840004002

distance 0.204 · cross-district

#7 · Bhandaracell 4710002701

distance 0.204

#8 · Nagpurcell 4840004760

distance 0.205 · cross-district

#9 · Bhandaracell 4710003546

distance 0.212

#10 · Bhandaracell 4710002728

distance 0.216

#11 · Nagpurcell 4840006154

distance 0.222 · cross-district

#12 · Bhandaracell 4710003547

distance 0.223

#13 · Bhandaracell 4710003605

distance 0.225

#14 · Gondiacell 4760000845

distance 0.227 · cross-district

#15 · Bhandaracell 4710003545

distance 0.233

#16 · Bhandaracell 4710002159

distance 0.235

#17 · Nagpurcell 4840004199

distance 0.238 · cross-district

#18 · Nagpurcell 4840004430

distance 0.244 · 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":4710003433}}}'

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.