Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001331

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002250

distance 0.203

#2 · Sataracell 4940002705

distance 0.265

#3 · Amravaticell 4680006654

distance 0.276 · cross-district

#4 · Sataracell 4940001264

distance 0.277

#5 · Chhatrapati Sambhajinagarcell 4690003597

distance 0.278 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690001991

distance 0.292 · cross-district

#7 · Buldhanacell 4720003739

distance 0.295 · cross-district

#8 · Ahmednagarcell 4660004454

distance 0.308 · cross-district

#9 · Kolhapurcell 4800003857

distance 0.309 · cross-district

#10 · Amravaticell 4680006353

distance 0.309 · cross-district

#11 · Sataracell 4940002360

distance 0.31

#12 · Sataracell 4940002249

distance 0.311

#13 · Sataracell 4940000472

distance 0.312

#14 · Sataracell 4940002361

distance 0.316

#15 · Chhatrapati Sambhajinagarcell 4690004548

distance 0.316 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690002086

distance 0.318 · cross-district

#17 · Amravaticell 4680009150

distance 0.318 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690004262

distance 0.32 · 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":4940001331}}}'

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.