Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001680

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

0.278

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001386

distance 0.278

#2 · Chandrapurcell 4730007255

distance 0.31 · cross-district

#3 · Bhandaracell 4710001413

distance 0.325

#4 · Bhandaracell 4710001226

distance 0.332

#5 · Chandrapurcell 4730007864

distance 0.336 · cross-district

#6 · Bhandaracell 4710001944

distance 0.352

#7 · Bhandaracell 4710001716

distance 0.357

#8 · Gadchirolicell 4750011117

distance 0.358 · cross-district

#9 · Bhandaracell 4710001325

distance 0.369

#10 · Bhandaracell 4710001579

distance 0.379

#11 · Chandrapurcell 4730006112

distance 0.384 · cross-district

#12 · Chandrapurcell 4730009453

distance 0.386 · cross-district

#13 · Bhandaracell 4710001474

distance 0.387

#14 · Bhandaracell 4710001331

distance 0.387

#15 · Chandrapurcell 4730005900

distance 0.39 · cross-district

#16 · Bhandaracell 4710001429

distance 0.391

#17 · Bhandaracell 4710001279

distance 0.41

#18 · Chandrapurcell 4730006232

distance 0.412 · 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":4710001680}}}'

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.