Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000577

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

0.92

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 · Chandrapurcell 4730009697

distance 0.136 · cross-district

#2 · Bhandaracell 4710000578

distance 0.143

#3 · Bhandaracell 4710000535

distance 0.164

#4 · Bhandaracell 4710000623

distance 0.166

#5 · Chandrapurcell 4730009556

distance 0.171 · cross-district

#6 · Chandrapurcell 4730009430

distance 0.184 · cross-district

#7 · Bhandaracell 4710000622

distance 0.195

#8 · Bhandaracell 4710000787

distance 0.196

#9 · Chandrapurcell 4730009604

distance 0.199 · cross-district

#10 · Chandrapurcell 4730008576

distance 0.2 · cross-district

#11 · Bhandaracell 4710000752

distance 0.203

#12 · Bhandaracell 4710000286

distance 0.204

#13 · Chandrapurcell 4730009221

distance 0.21 · cross-district

#14 · Chandrapurcell 4730009608

distance 0.21 · cross-district

#15 · Chandrapurcell 4730009351

distance 0.215 · cross-district

#16 · Bhandaracell 4710000791

distance 0.215

#17 · Bhandaracell 4710000531

distance 0.216

#18 · Chandrapurcell 4730009606

distance 0.216 · 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":4710000577}}}'

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.