Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001403

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001145

distance 0.124

#2 · Bhandaracell 4710001347

distance 0.124

#3 · Bhandaracell 4710001589

distance 0.134

#4 · Gondiacell 4760002872

distance 0.166 · cross-district

#5 · Bhandaracell 4710001394

distance 0.18

#6 · Bhandaracell 4710001536

distance 0.186

#7 · Bhandaracell 4710001303

distance 0.199

#8 · Bhandaracell 4710002383

distance 0.205

#9 · Bhandaracell 4710001461

distance 0.21

#10 · Gondiacell 4760001147

distance 0.216 · cross-district

#11 · Gondiacell 4760002705

distance 0.219 · cross-district

#12 · Nagpurcell 4840004204

distance 0.22 · cross-district

#13 · Bhandaracell 4710001423

distance 0.223

#14 · Bhandaracell 4710002485

distance 0.235

#15 · Bhandaracell 4710001548

distance 0.237

#16 · Gondiacell 4760001193

distance 0.237 · cross-district

#17 · Gondiacell 4760004424

distance 0.239 · cross-district

#18 · Bhandaracell 4710001921

distance 0.244

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":4710001403}}}'

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.