Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001239

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 12 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.417

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001240

distance 0.417

#2 · Punecell 4900005126

distance 0.491 · cross-district

#3 · Jalgaoncell 4780007852

distance 0.51 · cross-district

#4 · Jalgaoncell 4780005741

distance 0.52 · cross-district

#5 · Laturcell 4810003156

distance 0.523 · cross-district

#6 · Punecell 4900002937

distance 0.531 · cross-district

#7 · Kolhapurcell 4800004782

distance 0.534 · cross-district

#8 · Nashikcell 4870000880

distance 0.537 · cross-district

#9 · Chandrapurcell 4730002885

distance 0.541 · cross-district

#10 · Punecell 4900003028

distance 0.545 · cross-district

#11 · Punecell 4900005128

distance 0.553 · cross-district

#12 · Kolhapurcell 4800003802

distance 0.557 · cross-district

#13 · Buldhanacell 4720004230

distance 0.566 · cross-district

#14 · Solapurcell 4960007682

distance 0.568 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000460

distance 0.57 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003219

distance 0.57 · cross-district

#17 · Ratnagiricell 4920005241

distance 0.57 · cross-district

#18 · Sanglicell 4930003730

distance 0.572 · 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":4940001239}}}'

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.