Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000133

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000629

distance 0.231

#2 · Ahmednagarcell 4660009181

distance 0.236 · cross-district

#3 · Sataracell 4940000068

distance 0.237

#4 · Sataracell 4940000037

distance 0.241

#5 · Sataracell 4940000164

distance 0.244

#6 · Sanglicell 4930000652

distance 0.246 · cross-district

#7 · Sataracell 4940000209

distance 0.249

#8 · Sanglicell 4930004151

distance 0.26 · cross-district

#9 · Sataracell 4940000069

distance 0.267

#10 · Amravaticell 4680009735

distance 0.272 · cross-district

#11 · Sataracell 4940000458

distance 0.272

#12 · Sataracell 4940000572

distance 0.273

#13 · Nashikcell 4870008541

distance 0.273 · cross-district

#14 · Ahmednagarcell 4660010538

distance 0.274 · cross-district

#15 · Ahmednagarcell 4660004478

distance 0.274 · cross-district

#16 · Punecell 4900001605

distance 0.275 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001274

distance 0.276 · cross-district

#18 · Sanglicell 4930005799

distance 0.28 · 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":4940000133}}}'

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.