Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000570

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003381

distance 0.212

#2 · Sataracell 4940000571

distance 0.24

#3 · Sataracell 4940000510

distance 0.26

#4 · Sataracell 4940000572

distance 0.268

#5 · Sataracell 4940003152

distance 0.285

#6 · Sataracell 4940000513

distance 0.293

#7 · Sataracell 4940001631

distance 0.297

#8 · Sataracell 4940003148

distance 0.3

#9 · Sataracell 4940003614

distance 0.313

#10 · Sataracell 4940003727

distance 0.315

#11 · Sataracell 4940003264

distance 0.318

#12 · Parbhanicell 4890002411

distance 0.32 · cross-district

#13 · Sataracell 4940000454

distance 0.321

#14 · Parbhanicell 4890005247

distance 0.321 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690003224

distance 0.324 · cross-district

#16 · Sataracell 4940001092

distance 0.332

#17 · Parbhanicell 4890005214

distance 0.333 · cross-district

#18 · Sanglicell 4930004186

distance 0.333 · 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":4940000570}}}'

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.