Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000596

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

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000685

distance 0.113

#2 · Bhandaracell 4710000330

distance 0.131

#3 · Bhandaracell 4710000639

distance 0.146

#4 · Chandrapurcell 4730009436

distance 0.149 · cross-district

#5 · Bhandaracell 4710000595

distance 0.154

#6 · Chandrapurcell 4730009496

distance 0.16 · cross-district

#7 · Chandrapurcell 4730009747

distance 0.162 · cross-district

#8 · Bhandaracell 4710000767

distance 0.166

#9 · Bhandaracell 4710000142

distance 0.168

#10 · Bhandaracell 4710000358

distance 0.17

#11 · Chandrapurcell 4730009559

distance 0.172 · cross-district

#12 · Chandrapurcell 4730009561

distance 0.176 · cross-district

#13 · Bhandaracell 4710000589

distance 0.177

#14 · Bhandaracell 4710000728

distance 0.178

#15 · Bhandaracell 4710000151

distance 0.18

#16 · Bhandaracell 4710000540

distance 0.183

#17 · Bhandaracell 4710000195

distance 0.184

#18 · Chandrapurcell 4730009610

distance 0.187 · 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":4710000596}}}'

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.