Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000057

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

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009490

distance 0.119 · cross-district

#2 · Bhandaracell 4710000001

distance 0.119

#3 · Bhandaracell 4710000002

distance 0.119

#4 · Bhandaracell 4710000000

distance 0.123

#5 · Bhandaracell 4710000219

distance 0.152

#6 · Bhandaracell 4710000181

distance 0.16

#7 · Bhandaracell 4710000017

distance 0.168

#8 · Chandrapurcell 4730009494

distance 0.177 · cross-district

#9 · Chandrapurcell 4730008665

distance 0.178 · cross-district

#10 · Chandrapurcell 4730009545

distance 0.18 · cross-district

#11 · Chandrapurcell 4730007322

distance 0.182 · cross-district

#12 · Chandrapurcell 4730008095

distance 0.183 · cross-district

#13 · Chandrapurcell 4730007676

distance 0.186 · cross-district

#14 · Bhandaracell 4710000512

distance 0.188

#15 · Chandrapurcell 4730009743

distance 0.191 · cross-district

#16 · Bhandaracell 4710000217

distance 0.193

#17 · Bhandaracell 4710000019

distance 0.193

#18 · Bhandaracell 4710000102

distance 0.198

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":4710000057}}}'

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.