Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001550

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.267

lower = more alike (weighted)

The twins, closest first

#1 · Ratnagiricell 4920003744

distance 0.267 · cross-district

#2 · Sataracell 4940000626

distance 0.281

#3 · Chhatrapati Sambhajinagarcell 4690004070

distance 0.306 · cross-district

#4 · Sataracell 4940001378

distance 0.333

#5 · Buldhanacell 4720004777

distance 0.361 · cross-district

#6 · Sataracell 4940001271

distance 0.365

#7 · Kolhapurcell 4800002343

distance 0.387 · cross-district

#8 · Sataracell 4940005203

distance 0.398

#9 · Sataracell 4940006133

distance 0.406

#10 · Nandurbarcell 4860003261

distance 0.407 · cross-district

#11 · Nashikcell 4870008766

distance 0.409 · cross-district

#12 · Raigadcell 4910000223

distance 0.412 · cross-district

#13 · Nandurbarcell 4860003872

distance 0.418 · cross-district

#14 · Sataracell 4940002036

distance 0.422

#15 · Nashikcell 4870003324

distance 0.43 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690001280

distance 0.43 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690004165

distance 0.433 · cross-district

#18 · Punecell 4900012587

distance 0.435 · 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":4940001550}}}'

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.