Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006247

The MH-36 locality cells most similar to this Sangli 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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005967

distance 0.147

#2 · Sanglicell 4930004387

distance 0.189

#3 · Sanglicell 4930001010

distance 0.19

#4 · Kolhapurcell 4800006013

distance 0.19 · cross-district

#5 · Sanglicell 4930001513

distance 0.2

#6 · Kolhapurcell 4800005961

distance 0.204 · cross-district

#7 · Sanglicell 4930004244

distance 0.211

#8 · Sanglicell 4930004374

distance 0.215

#9 · Ahmednagarcell 4660002977

distance 0.221 · cross-district

#10 · Sanglicell 4930005890

distance 0.223

#11 · Sanglicell 4930003368

distance 0.225

#12 · Sanglicell 4930000591

distance 0.227

#13 · Chhatrapati Sambhajinagarcell 4690003974

distance 0.228 · cross-district

#14 · Kolhapurcell 4800001915

distance 0.23 · cross-district

#15 · Amravaticell 4680007366

distance 0.23 · cross-district

#16 · Kolhapurcell 4800006014

distance 0.231 · cross-district

#17 · Sanglicell 4930001122

distance 0.234

#18 · Sanglicell 4930004369

distance 0.236

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":493,"cluster_id":4930006247}}}'

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.