Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000697

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

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000751

distance 0.201

#2 · Sataracell 4940000810

distance 0.222

#3 · Sataracell 4940000630

distance 0.222

#4 · Sataracell 4940000455

distance 0.227

#5 · Sataracell 4940000698

distance 0.232

#6 · Sataracell 4940000160

distance 0.235

#7 · Sataracell 4940005581

distance 0.243

#8 · Sataracell 4940000397

distance 0.244

#9 · Sataracell 4940000401

distance 0.248

#10 · Sataracell 4940000694

distance 0.25

#11 · Sataracell 4940000641

distance 0.262

#12 · Sataracell 4940000801

distance 0.286

#13 · Amravaticell 4680007500

distance 0.289 · cross-district

#14 · Kolhapurcell 4800006368

distance 0.291 · cross-district

#15 · Sataracell 4940000818

distance 0.293

#16 · Chhatrapati Sambhajinagarcell 4690004182

distance 0.297 · cross-district

#17 · Sataracell 4940005809

distance 0.299

#18 · Sataracell 4940000297

distance 0.299

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":4940000697}}}'

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.