Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001736

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003144

distance 0.175 · cross-district

#2 · Nagpurcell 4840001550

distance 0.186 · cross-district

#3 · Nagpurcell 4840006503

distance 0.194 · cross-district

#4 · Bhandaracell 4710002026

distance 0.197

#5 · Bhandaracell 4710001659

distance 0.2

#6 · Bhandaracell 4710001805

distance 0.207

#7 · Nagpurcell 4840003145

distance 0.208 · cross-district

#8 · Bhandaracell 4710002434

distance 0.212

#9 · Bhandaracell 4710002015

distance 0.213

#10 · Bhandaracell 4710002385

distance 0.216

#11 · Bhandaracell 4710001634

distance 0.216

#12 · Bhandaracell 4710001352

distance 0.217

#13 · Nagpurcell 4840008353

distance 0.221 · cross-district

#14 · Bhandaracell 4710001755

distance 0.224

#15 · Bhandaracell 4710001418

distance 0.224

#16 · Bhandaracell 4710002474

distance 0.228

#17 · Nagpurcell 4840004730

distance 0.229 · cross-district

#18 · Nagpurcell 4840002841

distance 0.232 · 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":4710001736}}}'

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.