Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000161

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

0.039

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000293

distance 0.039

#2 · Bhandaracell 4710000814

distance 0.079

#3 · Bhandaracell 4710000694

distance 0.081

#4 · Bhandaracell 4710000338

distance 0.085

#5 · Bhandaracell 4710000384

distance 0.095

#6 · Bhandaracell 4710000204

distance 0.119

#7 · Chandrapurcell 4730005968

distance 0.127 · cross-district

#8 · Chandrapurcell 4730005851

distance 0.132 · cross-district

#9 · Bhandaracell 4710000695

distance 0.133

#10 · Chandrapurcell 4730006080

distance 0.134 · cross-district

#11 · Bhandaracell 4710000162

distance 0.134

#12 · Bhandaracell 4710000387

distance 0.138

#13 · Chandrapurcell 4730006651

distance 0.139 · cross-district

#14 · Chandrapurcell 4730006646

distance 0.139 · cross-district

#15 · Chandrapurcell 4730005741

distance 0.14 · cross-district

#16 · Chandrapurcell 4730005527

distance 0.14 · cross-district

#17 · Chandrapurcell 4730005965

distance 0.14 · cross-district

#18 · Bhandaracell 4710000693

distance 0.14

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":4710000161}}}'

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.