Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000135

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000934

distance 0.211

#2 · Sataracell 4940000989

distance 0.212

#3 · Sataracell 4940000099

distance 0.228

#4 · Sataracell 4940000937

distance 0.233

#5 · Sataracell 4940000990

distance 0.237

#6 · Sataracell 4940000988

distance 0.25

#7 · Sataracell 4940000063

distance 0.261

#8 · Sataracell 4940000997

distance 0.262

#9 · Chhatrapati Sambhajinagarcell 4690002298

distance 0.264 · cross-district

#10 · Sanglicell 4930004370

distance 0.269 · cross-district

#11 · Akolacell 4670004658

distance 0.271 · cross-district

#12 · Dharashivcell 4880001132

distance 0.272 · cross-district

#13 · Sataracell 4940000095

distance 0.273

#14 · Sataracell 4940001047

distance 0.275

#15 · Beedcell 4700005071

distance 0.276 · cross-district

#16 · Jalgaoncell 4780009580

distance 0.278 · cross-district

#17 · Nashikcell 4870006006

distance 0.279 · cross-district

#18 · Amravaticell 4680007335

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":4940000135}}}'

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.