Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003259

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000797

distance 0.268 · cross-district

#2 · Sataracell 4940004110

distance 0.291 · cross-district

#3 · Kolhapurcell 4800003362

distance 0.297

#4 · Sanglicell 4930000187

distance 0.312 · cross-district

#5 · Sataracell 4940000590

distance 0.321 · cross-district

#6 · Ahmednagarcell 4660008392

distance 0.325 · cross-district

#7 · Sataracell 4940006692

distance 0.332 · cross-district

#8 · Beedcell 4700008943

distance 0.335 · cross-district

#9 · Ahmednagarcell 4660013354

distance 0.336 · cross-district

#10 · Amravaticell 4680005348

distance 0.338 · cross-district

#11 · Ahmednagarcell 4660002141

distance 0.345 · cross-district

#12 · Akolacell 4670001288

distance 0.345 · cross-district

#13 · Nashikcell 4870005112

distance 0.346 · cross-district

#14 · Sataracell 4940008426

distance 0.348 · cross-district

#15 · Washimcell 4990002204

distance 0.349 · cross-district

#16 · Solapurcell 4960007690

distance 0.35 · cross-district

#17 · Kolhapurcell 4800004163

distance 0.351

#18 · Kolhapurcell 4800003422

distance 0.352

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":4800003259}}}'

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.