Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002257

The MH-36 locality cells most similar to this Chandrapur 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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780006517

distance 0.195 · cross-district

#2 · Chandrapurcell 4730004601

distance 0.227

#3 · Jalgaoncell 4780005638

distance 0.23 · cross-district

#4 · Jalgaoncell 4780006669

distance 0.235 · cross-district

#5 · Nagpurcell 4840002851

distance 0.24 · cross-district

#6 · Chandrapurcell 4730003663

distance 0.241

#7 · Nagpurcell 4840002855

distance 0.252 · cross-district

#8 · Chandrapurcell 4730008834

distance 0.259

#9 · Bhandaracell 4710001574

distance 0.259 · cross-district

#10 · Bhandaracell 4710001965

distance 0.26 · cross-district

#11 · Jalgaoncell 4780008016

distance 0.263 · cross-district

#12 · Nagpurcell 4840006612

distance 0.265 · cross-district

#13 · Bhandaracell 4710001753

distance 0.267 · cross-district

#14 · Bhandaracell 4710002031

distance 0.268 · cross-district

#15 · Jalgaoncell 4780005247

distance 0.272 · cross-district

#16 · Chandrapurcell 4730002859

distance 0.273

#17 · Akolacell 4670001069

distance 0.275 · cross-district

#18 · Gadchirolicell 4750009112

distance 0.276 · 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":473,"cluster_id":4730002257}}}'

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.