Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940003136

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 10 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.278

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003137

distance 0.278

#2 · Buldhanacell 4720005249

distance 0.352 · cross-district

#3 · Solapurcell 4960002136

distance 0.362 · cross-district

#4 · Solapurcell 4960002135

distance 0.373 · cross-district

#5 · Sataracell 4940003251

distance 0.39

#6 · Dharashivcell 4880000620

distance 0.393 · cross-district

#7 · Beedcell 4700000123

distance 0.399 · cross-district

#8 · Solapurcell 4960004343

distance 0.41 · cross-district

#9 · Solapurcell 4960004344

distance 0.411 · cross-district

#10 · Parbhanicell 4890002982

distance 0.411 · cross-district

#11 · Ahmednagarcell 4660013229

distance 0.416 · cross-district

#12 · Sanglicell 4930006721

distance 0.417 · cross-district

#13 · Nashikcell 4870013158

distance 0.417 · cross-district

#14 · Sataracell 4940003138

distance 0.42

#15 · Akolacell 4670002273

distance 0.421 · cross-district

#16 · Dharashivcell 4880000544

distance 0.423 · cross-district

#17 · Sataracell 4940004787

distance 0.424

#18 · Sataracell 4940003250

distance 0.425

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":4940003136}}}'

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.