Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001828

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

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002476

distance 0.268

#2 · Sataracell 4940002360

distance 0.284

#3 · Sataracell 4940000683

distance 0.289

#4 · Sataracell 4940002249

distance 0.301

#5 · Chhatrapati Sambhajinagarcell 4690001288

distance 0.302 · cross-district

#6 · Sataracell 4940002361

distance 0.305

#7 · Chhatrapati Sambhajinagarcell 4690002087

distance 0.315 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690002621

distance 0.316 · cross-district

#9 · Amravaticell 4680006503

distance 0.318 · cross-district

#10 · Sataracell 4940003496

distance 0.319

#11 · Chhatrapati Sambhajinagarcell 4690001202

distance 0.328 · cross-district

#12 · Sataracell 4940002817

distance 0.33

#13 · Sataracell 4940000682

distance 0.335

#14 · Buldhanacell 4720004765

distance 0.335 · cross-district

#15 · Sataracell 4940000508

distance 0.337

#16 · Sataracell 4940002362

distance 0.341

#17 · Amravaticell 4680007716

distance 0.343 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690002297

distance 0.343 · 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":4940001828}}}'

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.