Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940003399

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001573

distance 0.219

#2 · Sataracell 4940002953

distance 0.234

#3 · Sataracell 4940002276

distance 0.241

#4 · Kolhapurcell 4800003711

distance 0.252 · cross-district

#5 · Kolhapurcell 4800002790

distance 0.254 · cross-district

#6 · Kolhapurcell 4800003225

distance 0.26 · cross-district

#7 · Beedcell 4700005684

distance 0.265 · cross-district

#8 · Sataracell 4940001299

distance 0.268

#9 · Sataracell 4940002616

distance 0.27

#10 · Kolhapurcell 4800003580

distance 0.272 · cross-district

#11 · Kolhapurcell 4800003087

distance 0.274 · cross-district

#12 · Sataracell 4940001659

distance 0.275

#13 · Kolhapurcell 4800003593

distance 0.28 · cross-district

#14 · Kolhapurcell 4800002821

distance 0.281 · cross-district

#15 · Sataracell 4940003516

distance 0.284

#16 · Kolhapurcell 4800003308

distance 0.285 · cross-district

#17 · Sataracell 4940002165

distance 0.288

#18 · Sataracell 4940003055

distance 0.288

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":4940003399}}}'

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.