Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001549

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001381

distance 0.225

#2 · Sataracell 4940001258

distance 0.239

#3 · Sataracell 4940001085

distance 0.248

#4 · Sataracell 4940001259

distance 0.248

#5 · Sataracell 4940001456

distance 0.265

#6 · Amravaticell 4680005988

distance 0.3 · cross-district

#7 · Sataracell 4940001317

distance 0.31

#8 · Amravaticell 4680005837

distance 0.31 · cross-district

#9 · Sataracell 4940003612

distance 0.317

#10 · Sataracell 4940001203

distance 0.317

#11 · Sataracell 4940001146

distance 0.319

#12 · Sataracell 4940001630

distance 0.32

#13 · Amravaticell 4680006123

distance 0.325 · cross-district

#14 · Sataracell 4940001084

distance 0.329

#15 · Amravaticell 4680005858

distance 0.33 · cross-district

#16 · Sataracell 4940001083

distance 0.333

#17 · Sataracell 4940003153

distance 0.335

#18 · Sataracell 4940003037

distance 0.337

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":4940001549}}}'

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.