Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002729

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

0.074

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840005371

distance 0.074 · cross-district

#2 · Nagpurcell 4840006029

distance 0.087 · cross-district

#3 · Nagpurcell 4840006153

distance 0.093 · cross-district

#4 · Nagpurcell 4840005896

distance 0.098 · cross-district

#5 · Nagpurcell 4840006278

distance 0.113 · cross-district

#6 · Bhandaracell 4710002866

distance 0.114

#7 · Nagpurcell 4840004527

distance 0.114 · cross-district

#8 · Nagpurcell 4840005897

distance 0.114 · cross-district

#9 · Nagpurcell 4840004752

distance 0.116 · cross-district

#10 · Bhandaracell 4710002841

distance 0.123

#11 · Nagpurcell 4840004749

distance 0.125 · cross-district

#12 · Bhandaracell 4710002842

distance 0.129

#13 · Nagpurcell 4840004753

distance 0.13 · cross-district

#14 · Nagpurcell 4840006271

distance 0.132 · cross-district

#15 · Nagpurcell 4840005895

distance 0.134 · cross-district

#16 · Nagpurcell 4840005500

distance 0.135 · cross-district

#17 · Nagpurcell 4840005251

distance 0.136 · cross-district

#18 · Nagpurcell 4840005003

distance 0.138 · 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":4710002729}}}'

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.