Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001911

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840002381

distance 0.152 · cross-district

#2 · Bhandaracell 4710001512

distance 0.166

#3 · Bhandaracell 4710001766

distance 0.167

#4 · Bhandaracell 4710002581

distance 0.168

#5 · Nagpurcell 4840002288

distance 0.171 · cross-district

#6 · Nagpurcell 4840003611

distance 0.174 · cross-district

#7 · Bhandaracell 4710002587

distance 0.179

#8 · Bhandaracell 4710001862

distance 0.179

#9 · Bhandaracell 4710001084

distance 0.187

#10 · Bhandaracell 4710001499

distance 0.192

#11 · Gondiacell 4760003198

distance 0.195 · cross-district

#12 · Bhandaracell 4710002870

distance 0.196

#13 · Amravaticell 4680009595

distance 0.196 · cross-district

#14 · Nagpurcell 4840006142

distance 0.196 · cross-district

#15 · Bhandaracell 4710001147

distance 0.196

#16 · Nagpurcell 4840006028

distance 0.198 · cross-district

#17 · Bhandaracell 4710001414

distance 0.198

#18 · Bhandaracell 4710001117

distance 0.199

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":4710001911}}}'

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.