Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001142

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

0.08

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001143

distance 0.08

#2 · Bhandaracell 4710001224

distance 0.112

#3 · Bhandaracell 4710001176

distance 0.124

#4 · Bhandaracell 4710001177

distance 0.144

#5 · Bhandaracell 4710001108

distance 0.173

#6 · Nagpurcell 4840002664

distance 0.178 · cross-district

#7 · Amravaticell 4680007613

distance 0.197 · cross-district

#8 · Bhandaracell 4710001141

distance 0.198

#9 · Amravaticell 4680007755

distance 0.201 · cross-district

#10 · Amravaticell 4680008483

distance 0.201 · cross-district

#11 · Amravaticell 4680007616

distance 0.202 · cross-district

#12 · Bhandaracell 4710003171

distance 0.205

#13 · Amravaticell 4680008255

distance 0.205 · cross-district

#14 · Amravaticell 4680008256

distance 0.206 · cross-district

#15 · Amravaticell 4680007756

distance 0.207 · cross-district

#16 · Amravaticell 4680008258

distance 0.208 · cross-district

#17 · Amravaticell 4680008257

distance 0.21 · cross-district

#18 · Nagpurcell 4840007048

distance 0.21 · 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":4710001142}}}'

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.