Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000707

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.234

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001104

distance 0.234

#2 · Sataracell 4940004949

distance 0.242

#3 · Sataracell 4940006479

distance 0.246

#4 · Sataracell 4940001216

distance 0.252

#5 · Kolhapurcell 4800004952

distance 0.255 · cross-district

#6 · Sataracell 4940000886

distance 0.274

#7 · Sanglicell 4930005650

distance 0.274 · cross-district

#8 · Sataracell 4940000929

distance 0.275

#9 · Sataracell 4940001159

distance 0.277

#10 · Akolacell 4670002582

distance 0.277 · cross-district

#11 · Sataracell 4940004100

distance 0.278

#12 · Beedcell 4700006071

distance 0.279 · cross-district

#13 · Beedcell 4700004951

distance 0.283 · cross-district

#14 · Sataracell 4940001165

distance 0.283

#15 · Sataracell 4940005588

distance 0.284

#16 · Sataracell 4940000408

distance 0.285

#17 · Sataracell 4940000412

distance 0.285

#18 · Ahmednagarcell 4660004289

distance 0.286 · 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":4940000707}}}'

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.