Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001297

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.274

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001287

distance 0.274

#2 · Bhandaracell 4710001391

distance 0.282

#3 · Bhandaracell 4710000854

distance 0.333

#4 · Bhandaracell 4710000303

distance 0.346

#5 · Bhandaracell 4710000891

distance 0.346

#6 · Chandrapurcell 4730001962

distance 0.356 · cross-district

#7 · Bhandaracell 4710001343

distance 0.362

#8 · Chandrapurcell 4730005898

distance 0.367 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690008832

distance 0.378 · cross-district

#10 · Chandrapurcell 4730006354

distance 0.387 · cross-district

#11 · Gondiacell 4760000631

distance 0.388 · cross-district

#12 · Hingolicell 4770001331

distance 0.395 · cross-district

#13 · Bhandaracell 4710000651

distance 0.4

#14 · Chandrapurcell 4730004885

distance 0.409 · cross-district

#15 · Bhandaracell 4710001268

distance 0.41

#16 · Chandrapurcell 4730002258

distance 0.41 · cross-district

#17 · Chandrapurcell 4730007894

distance 0.412 · cross-district

#18 · Chandrapurcell 4730000286

distance 0.413 · 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":4710001297}}}'

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.