Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000430

The MH-36 locality cells most similar to this Satara 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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000487

distance 0.172

#2 · Sataracell 4940000231

distance 0.188

#3 · Sataracell 4940000275

distance 0.229

#4 · Sataracell 4940000429

distance 0.233

#5 · Akolacell 4670004443

distance 0.235 · cross-district

#6 · Kolhapurcell 4800005647

distance 0.236 · cross-district

#7 · Sataracell 4940004594

distance 0.24

#8 · Sataracell 4940000714

distance 0.241

#9 · Sataracell 4940000224

distance 0.242

#10 · Sataracell 4940004727

distance 0.244

#11 · Kolhapurcell 4800005715

distance 0.248 · cross-district

#12 · Nagpurcell 4840006581

distance 0.253 · cross-district

#13 · Kolhapurcell 4800005559

distance 0.254 · cross-district

#14 · Sanglicell 4930006540

distance 0.257 · cross-district

#15 · Sanglicell 4930000389

distance 0.26 · cross-district

#16 · Sanglicell 4930006257

distance 0.261 · cross-district

#17 · Kolhapurcell 4800005787

distance 0.263 · cross-district

#18 · Sataracell 4940003759

distance 0.266

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":494,"cluster_id":4940000430}}}'

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.