Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001669

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001389

distance 0.113

#2 · Bhandaracell 4710001570

distance 0.154

#3 · Gondiacell 4760001635

distance 0.158 · cross-district

#4 · Gondiacell 4760003427

distance 0.16 · cross-district

#5 · Bhandaracell 4710001332

distance 0.163

#6 · Nagpurcell 4840000113

distance 0.169 · cross-district

#7 · Nagpurcell 4840000138

distance 0.181 · cross-district

#8 · Bhandaracell 4710001732

distance 0.184

#9 · Bhandaracell 4710001785

distance 0.195

#10 · Bhandaracell 4710002015

distance 0.197

#11 · Gondiacell 4760001139

distance 0.197 · cross-district

#12 · Nagpurcell 4840000115

distance 0.197 · cross-district

#13 · Chandrapurcell 4730005277

distance 0.198 · cross-district

#14 · Bhandaracell 4710001997

distance 0.198

#15 · Gondiacell 4760003429

distance 0.2 · cross-district

#16 · Bhandaracell 4710001284

distance 0.2

#17 · Nagpurcell 4840005857

distance 0.202 · cross-district

#18 · Bhandaracell 4710002029

distance 0.204

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":4710001669}}}'

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.