Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002573

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.081

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002837

distance 0.081

#2 · Nagpurcell 4840003902

distance 0.104 · cross-district

#3 · Nagpurcell 4840004318

distance 0.109 · cross-district

#4 · Nagpurcell 4840002015

distance 0.109 · cross-district

#5 · Nagpurcell 4840004317

distance 0.122 · cross-district

#6 · Nagpurcell 4840004314

distance 0.134 · cross-district

#7 · Gondiacell 4760003111

distance 0.134 · cross-district

#8 · Nagpurcell 4840004107

distance 0.136 · cross-district

#9 · Bhandaracell 4710002577

distance 0.137

#10 · Nagpurcell 4840004008

distance 0.14 · cross-district

#11 · Bhandaracell 4710002602

distance 0.143

#12 · Nagpurcell 4840003518

distance 0.148 · cross-district

#13 · Nagpurcell 4840003707

distance 0.148 · cross-district

#14 · Nagpurcell 4840004108

distance 0.153 · cross-district

#15 · Nagpurcell 4840002375

distance 0.153 · cross-district

#16 · Bhandaracell 4710002660

distance 0.156

#17 · Nagpurcell 4840001921

distance 0.156 · cross-district

#18 · Nagpurcell 4840003516

distance 0.158 · 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":4710002573}}}'

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.