Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006950

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.281

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870006292

distance 0.281 · cross-district

#2 · Solapurcell 4960004541

distance 0.308 · cross-district

#3 · Ahmednagarcell 4660006279

distance 0.311 · cross-district

#4 · Ahmednagarcell 4660006050

distance 0.318 · cross-district

#5 · Ahmednagarcell 4660004427

distance 0.319 · cross-district

#6 · Ahmednagarcell 4660001336

distance 0.334 · cross-district

#7 · Nashikcell 4870005126

distance 0.335 · cross-district

#8 · Nashikcell 4870006898

distance 0.336 · cross-district

#9 · Ahmednagarcell 4660009225

distance 0.339 · cross-district

#10 · Sanglicell 4930002371

distance 0.344

#11 · Nashikcell 4870006745

distance 0.345 · cross-district

#12 · Amravaticell 4680003080

distance 0.346 · cross-district

#13 · Kolhapurcell 4800001902

distance 0.347 · cross-district

#14 · Nashikcell 4870006739

distance 0.35 · cross-district

#15 · Nashikcell 4870006002

distance 0.351 · cross-district

#16 · Nashikcell 4870008207

distance 0.359 · cross-district

#17 · Ahmednagarcell 4660006626

distance 0.359 · cross-district

#18 · Nashikcell 4870009883

distance 0.36 · 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":4930006950}}}'

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.