Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003611

The MH-36 locality cells most similar to this Kolhapur 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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005224

distance 0.248

#2 · Kolhapurcell 4800005223

distance 0.291

#3 · Kolhapurcell 4800005472

distance 0.297

#4 · Nashikcell 4870005258

distance 0.316 · cross-district

#5 · Solapurcell 4960008085

distance 0.318 · cross-district

#6 · Ahmednagarcell 4660011512

distance 0.318 · cross-district

#7 · Sanglicell 4930003064

distance 0.322 · cross-district

#8 · Punecell 4900000596

distance 0.322 · cross-district

#9 · Nashikcell 4870004260

distance 0.325 · cross-district

#10 · Laturcell 4810002346

distance 0.329 · cross-district

#11 · Solapurcell 4960006944

distance 0.333 · cross-district

#12 · Sanglicell 4930000092

distance 0.333 · cross-district

#13 · Sanglicell 4930003367

distance 0.333 · cross-district

#14 · Punecell 4900000969

distance 0.333 · cross-district

#15 · Sanglicell 4930000194

distance 0.335 · cross-district

#16 · Punecell 4900000351

distance 0.337 · cross-district

#17 · Sanglicell 4930003925

distance 0.338 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690003605

distance 0.338 · 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":480,"cluster_id":4800003611}}}'

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.