Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002602

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002633

distance 0.105

#2 · Bhandaracell 4710002727

distance 0.106

#3 · Nagpurcell 4840004008

distance 0.106 · cross-district

#4 · Nagpurcell 4840004211

distance 0.109 · cross-district

#5 · Nagpurcell 4840003610

distance 0.122 · cross-district

#6 · Nagpurcell 4840004107

distance 0.124 · cross-district

#7 · Bhandaracell 4710002608

distance 0.127

#8 · Nagpurcell 4840004108

distance 0.129 · cross-district

#9 · Nagpurcell 4840003707

distance 0.129 · cross-district

#10 · Bhandaracell 4710002644

distance 0.139

#11 · Nagpurcell 4840004318

distance 0.14 · cross-district

#12 · Nagpurcell 4840002016

distance 0.142 · cross-district

#13 · Bhandaracell 4710002573

distance 0.143

#14 · Bhandaracell 4710002591

distance 0.146

#15 · Nagpurcell 4840003615

distance 0.148 · cross-district

#16 · Nagpurcell 4840005768

distance 0.148 · cross-district

#17 · Bhandaracell 4710002562

distance 0.151

#18 · Nagpurcell 4840003902

distance 0.156 · 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":4710002602}}}'

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.