Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001341

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

0.323

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003169

distance 0.323

#2 · Kolhapurcell 4800002782

distance 0.331 · cross-district

#3 · Sataracell 4940002844

distance 0.343

#4 · Kolhapurcell 4800002886

distance 0.35 · cross-district

#5 · Kolhapurcell 4800001151

distance 0.358 · cross-district

#6 · Kolhapurcell 4800002875

distance 0.367 · cross-district

#7 · Kolhapurcell 4800001093

distance 0.37 · cross-district

#8 · Sataracell 4940002605

distance 0.374

#9 · Kolhapurcell 4800003084

distance 0.378 · cross-district

#10 · Kolhapurcell 4800006103

distance 0.381 · cross-district

#11 · Sanglicell 4930001358

distance 0.382 · cross-district

#12 · Sataracell 4940002491

distance 0.384

#13 · Dharashivcell 4880006363

distance 0.385 · cross-district

#14 · Sataracell 4940004217

distance 0.387

#15 · Sataracell 4940004335

distance 0.387

#16 · Beedcell 4700005594

distance 0.388 · cross-district

#17 · Nandurbarcell 4860000312

distance 0.389 · cross-district

#18 · Kolhapurcell 4800006107

distance 0.391 · 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":4940001341}}}'

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.