Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001468

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003267

distance 0.162

#2 · Sataracell 4940001335

distance 0.194

#3 · Sataracell 4940001321

distance 0.249

#4 · Sataracell 4940003040

distance 0.281

#5 · Sataracell 4940000395

distance 0.291

#6 · Sataracell 4940000733

distance 0.291

#7 · Chhatrapati Sambhajinagarcell 4690004182

distance 0.292 · cross-district

#8 · Sataracell 4940001334

distance 0.292

#9 · Sataracell 4940001033

distance 0.302

#10 · Kolhapurcell 4800002052

distance 0.312 · cross-district

#11 · Sataracell 4940001333

distance 0.312

#12 · Sataracell 4940003153

distance 0.319

#13 · Sataracell 4940003614

distance 0.327

#14 · Sataracell 4940003383

distance 0.329

#15 · Amravaticell 4680005838

distance 0.331 · cross-district

#16 · Sataracell 4940001324

distance 0.333

#17 · Sataracell 4940001147

distance 0.337

#18 · Amravaticell 4680005989

distance 0.338 · 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":494,"cluster_id":4940001468}}}'

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.