Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000006

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

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000641

distance 0.176

#2 · Chandrapurcell 4730008950

distance 0.212 · cross-district

#3 · Chandrapurcell 4730009492

distance 0.235 · cross-district

#4 · Bhandaracell 4710000001

distance 0.235

#5 · Chandrapurcell 4730009158

distance 0.239 · cross-district

#6 · Bhandaracell 4710000002

distance 0.239

#7 · Bhandaracell 4710000054

distance 0.243

#8 · Chandrapurcell 4730009494

distance 0.245 · cross-district

#9 · Chandrapurcell 4730007447

distance 0.245 · cross-district

#10 · Chandrapurcell 4730008649

distance 0.248 · cross-district

#11 · Chandrapurcell 4730009022

distance 0.252 · cross-district

#12 · Chandrapurcell 4730008726

distance 0.253 · cross-district

#13 · Chandrapurcell 4730009085

distance 0.253 · cross-district

#14 · Chandrapurcell 4730009090

distance 0.265 · cross-district

#15 · Chandrapurcell 4730009545

distance 0.267 · cross-district

#16 · Chandrapurcell 4730007341

distance 0.267 · cross-district

#17 · Chandrapurcell 4730009171

distance 0.268 · cross-district

#18 · Chandrapurcell 4730009731

distance 0.271 · 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":4710000006}}}'

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.