Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006284

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006278

distance 0.263

#2 · Solapurcell 4960000064

distance 0.265 · cross-district

#3 · Sataracell 4940000895

distance 0.281 · cross-district

#4 · Kolhapurcell 4800005131

distance 0.296 · cross-district

#5 · Sanglicell 4930005572

distance 0.297

#6 · Nashikcell 4870007214

distance 0.32 · cross-district

#7 · Sanglicell 4930004676

distance 0.329

#8 · Nashikcell 4870008064

distance 0.335 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690003795

distance 0.335 · cross-district

#10 · Kolhapurcell 4800003934

distance 0.344 · cross-district

#11 · Ahmednagarcell 4660004257

distance 0.346 · cross-district

#12 · Sanglicell 4930003601

distance 0.348

#13 · Sataracell 4940004013

distance 0.35 · cross-district

#14 · Sataracell 4940005122

distance 0.358 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690003983

distance 0.364 · cross-district

#16 · Sanglicell 4930005221

distance 0.364

#17 · Buldhanacell 4720003863

distance 0.364 · cross-district

#18 · Amravaticell 4680006511

distance 0.366 · 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":493,"cluster_id":4930006284}}}'

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.