Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003541

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

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840008139

distance 0.107 · cross-district

#2 · Nagpurcell 4840008135

distance 0.136 · cross-district

#3 · Nagpurcell 4840008134

distance 0.149 · cross-district

#4 · Nagpurcell 4840008260

distance 0.161 · cross-district

#5 · Nagpurcell 4840008312

distance 0.167 · cross-district

#6 · Nagpurcell 4840008261

distance 0.183 · cross-district

#7 · Nagpurcell 4840007948

distance 0.198 · cross-district

#8 · Nagpurcell 4840008258

distance 0.201 · cross-district

#9 · Nagpurcell 4840008311

distance 0.201 · cross-district

#10 · Nagpurcell 4840007534

distance 0.21 · cross-district

#11 · Nagpurcell 4840008136

distance 0.211 · cross-district

#12 · Nagpurcell 4840007683

distance 0.212 · cross-district

#13 · Nagpurcell 4840006399

distance 0.213 · cross-district

#14 · Nagpurcell 4840002933

distance 0.216 · cross-district

#15 · Nagpurcell 4840008201

distance 0.221 · cross-district

#16 · Nagpurcell 4840008197

distance 0.222 · cross-district

#17 · Yavatmalcell 5000006882

distance 0.23 · cross-district

#18 · Nagpurcell 4840008073

distance 0.231 · 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":4710003541}}}'

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.