Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000709

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

0.069

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000708

distance 0.069

#2 · Bhandaracell 4710000624

distance 0.126

#3 · Bhandaracell 4710000790

distance 0.128

#4 · Chandrapurcell 4730009495

distance 0.133 · cross-district

#5 · Bhandaracell 4710000281

distance 0.144

#6 · Bhandaracell 4710000726

distance 0.152

#7 · Bhandaracell 4710000786

distance 0.156

#8 · Chandrapurcell 4730009553

distance 0.156 · cross-district

#9 · Bhandaracell 4710000190

distance 0.158

#10 · Chandrapurcell 4730009610

distance 0.16 · cross-district

#11 · Chandrapurcell 4730009433

distance 0.161 · cross-district

#12 · Chandrapurcell 4730009658

distance 0.164 · cross-district

#13 · Chandrapurcell 4730009657

distance 0.165 · cross-district

#14 · Bhandaracell 4710000808

distance 0.167

#15 · Chandrapurcell 4730007342

distance 0.168 · cross-district

#16 · Bhandaracell 4710000766

distance 0.17

#17 · Chandrapurcell 4730009436

distance 0.175 · cross-district

#18 · Chandrapurcell 4730009292

distance 0.176 · 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":4710000709}}}'

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.