Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002064

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

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760001452

distance 0.228 · cross-district

#2 · Bhandaracell 4710001716

distance 0.234

#3 · Bhandaracell 4710001463

distance 0.256

#4 · Gondiacell 4760000859

distance 0.263 · cross-district

#5 · Chandrapurcell 4730009412

distance 0.265 · cross-district

#6 · Bhandaracell 4710001474

distance 0.28

#7 · Bhandaracell 4710001478

distance 0.283

#8 · Bhandaracell 4710001125

distance 0.286

#9 · Bhandaracell 4710001781

distance 0.288

#10 · Bhandaracell 4710001508

distance 0.293

#11 · Nagpurcell 4840005606

distance 0.294 · cross-district

#12 · Bhandaracell 4710001089

distance 0.296

#13 · Gondiacell 4760000916

distance 0.297 · cross-district

#14 · Gondiacell 4760003266

distance 0.298 · cross-district

#15 · Gondiacell 4760001142

distance 0.299 · cross-district

#16 · Chandrapurcell 4730009471

distance 0.3 · cross-district

#17 · Nagpurcell 4840005215

distance 0.302 · cross-district

#18 · Bhandaracell 4710000976

distance 0.303

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":4710002064}}}'

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.