Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002121

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002061

distance 0.141

#2 · Bhandaracell 4710001134

distance 0.151

#3 · Bhandaracell 4710002225

distance 0.155

#4 · Bhandaracell 4710001564

distance 0.166

#5 · Bhandaracell 4710002005

distance 0.167

#6 · Gondiacell 4760002012

distance 0.168 · cross-district

#7 · Bhandaracell 4710002963

distance 0.17

#8 · Bhandaracell 4710001006

distance 0.178

#9 · Bhandaracell 4710003002

distance 0.183

#10 · Gondiacell 4760001041

distance 0.184 · cross-district

#11 · Bhandaracell 4710001708

distance 0.186

#12 · Nagpurcell 4840000851

distance 0.19 · cross-district

#13 · Gondiacell 4760001197

distance 0.192 · cross-district

#14 · Bhandaracell 4710001714

distance 0.193

#15 · Nagpurcell 4840002840

distance 0.194 · cross-district

#16 · Bhandaracell 4710001213

distance 0.194

#17 · Bhandaracell 4710003297

distance 0.194

#18 · Gondiacell 4760000676

distance 0.194 · 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":4710002121}}}'

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.