Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003335

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760004309

distance 0.206 · cross-district

#2 · Gondiacell 4760001193

distance 0.22 · cross-district

#3 · Bhandaracell 4710002485

distance 0.225

#4 · Bhandaracell 4710002522

distance 0.247

#5 · Bhandaracell 4710002523

distance 0.259

#6 · Bhandaracell 4710001347

distance 0.261

#7 · Bhandaracell 4710001403

distance 0.262

#8 · Gondiacell 4760004424

distance 0.262 · cross-district

#9 · Gondiacell 4760004267

distance 0.267 · cross-district

#10 · Jalgaoncell 4780005213

distance 0.268 · cross-district

#11 · Chandrapurcell 4730001713

distance 0.273 · cross-district

#12 · Bhandaracell 4710001589

distance 0.274

#13 · Bhandaracell 4710001145

distance 0.275

#14 · Bhandaracell 4710001394

distance 0.278

#15 · Gondiacell 4760001948

distance 0.284 · cross-district

#16 · Gondiacell 4760004347

distance 0.285 · cross-district

#17 · Chandrapurcell 4730004598

distance 0.285 · cross-district

#18 · Chandrapurcell 4730004978

distance 0.287 · 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":4710003335}}}'

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.