Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002947

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

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003629

distance 0.136

#2 · Bhandaracell 4710003619

distance 0.137

#3 · Bhandaracell 4710002948

distance 0.144

#4 · Bhandaracell 4710002973

distance 0.163

#5 · Bhandaracell 4710003623

distance 0.171

#6 · Bhandaracell 4710003267

distance 0.172

#7 · Bhandaracell 4710003620

distance 0.179

#8 · Bhandaracell 4710002945

distance 0.18

#9 · Bhandaracell 4710003630

distance 0.188

#10 · Bhandaracell 4710003628

distance 0.199

#11 · Bhandaracell 4710003621

distance 0.2

#12 · Bhandaracell 4710003448

distance 0.204

#13 · Bhandaracell 4710002975

distance 0.209

#14 · Nagpurcell 4840002841

distance 0.217 · cross-district

#15 · Bhandaracell 4710003093

distance 0.22

#16 · Bhandaracell 4710001558

distance 0.222

#17 · Bhandaracell 4710003490

distance 0.225

#18 · Bhandaracell 4710001464

distance 0.226

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":4710002947}}}'

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.