Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002005

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

0.058

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002061

distance 0.058

#2 · Gondiacell 4760002012

distance 0.078 · cross-district

#3 · Bhandaracell 4710001004

distance 0.118

#4 · Bhandaracell 4710001259

distance 0.131

#5 · Gondiacell 4760002055

distance 0.133 · cross-district

#6 · Gondiacell 4760000786

distance 0.141 · cross-district

#7 · Bhandaracell 4710003296

distance 0.151

#8 · Bhandaracell 4710003002

distance 0.152

#9 · Bhandaracell 4710002060

distance 0.156

#10 · Bhandaracell 4710002004

distance 0.158

#11 · Gondiacell 4760000982

distance 0.161 · cross-district

#12 · Bhandaracell 4710000994

distance 0.161

#13 · Bhandaracell 4710001619

distance 0.161

#14 · Bhandaracell 4710000942

distance 0.161

#15 · Bhandaracell 4710002226

distance 0.162

#16 · Bhandaracell 4710002963

distance 0.162

#17 · Bhandaracell 4710001119

distance 0.162

#18 · Bhandaracell 4710001564

distance 0.166

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":4710002005}}}'

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.