Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003544

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

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840002373

distance 0.125 · cross-district

#2 · Nagpurcell 4840004537

distance 0.135 · cross-district

#3 · Nagpurcell 4840006151

distance 0.138 · cross-district

#4 · Bhandaracell 4710002701

distance 0.15

#5 · Bhandaracell 4710002570

distance 0.157

#6 · Bhandaracell 4710002179

distance 0.166

#7 · Nagpurcell 4840005861

distance 0.166 · cross-district

#8 · Nagpurcell 4840007346

distance 0.182 · cross-district

#9 · Bhandaracell 4710002508

distance 0.182

#10 · Bhandaracell 4710002999

distance 0.183

#11 · Bhandaracell 4710002814

distance 0.183

#12 · Bhandaracell 4710002900

distance 0.185

#13 · Nagpurcell 4840002298

distance 0.187 · cross-district

#14 · Gondiacell 4760002761

distance 0.192 · cross-district

#15 · Nagpurcell 4840002845

distance 0.193 · cross-district

#16 · Nagpurcell 4840002743

distance 0.193 · cross-district

#17 · Gondiacell 4760001098

distance 0.196 · cross-district

#18 · Bhandaracell 4710001121

distance 0.198

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":4710003544}}}'

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.