Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005063

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

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004210

distance 0.174

#2 · Solapurcell 4960004711

distance 0.258 · cross-district

#3 · Laturcell 4810001303

distance 0.263 · cross-district

#4 · Laturcell 4810001765

distance 0.272 · cross-district

#5 · Beedcell 4700005234

distance 0.277 · cross-district

#6 · Dharashivcell 4880002028

distance 0.277 · cross-district

#7 · Dharashivcell 4880000175

distance 0.298 · cross-district

#8 · Laturcell 4810002740

distance 0.303 · cross-district

#9 · Kolhapurcell 4800004545

distance 0.306

#10 · Dharashivcell 4880003897

distance 0.309 · cross-district

#11 · Solapurcell 4960005950

distance 0.311 · cross-district

#12 · Sanglicell 4930002401

distance 0.313 · cross-district

#13 · Washimcell 4990001843

distance 0.314 · cross-district

#14 · Dharashivcell 4880001669

distance 0.32 · cross-district

#15 · Solapurcell 4960010658

distance 0.321 · cross-district

#16 · Ahmednagarcell 4660014342

distance 0.322 · cross-district

#17 · Solapurcell 4960005309

distance 0.323 · cross-district

#18 · Beedcell 4700004558

distance 0.324 · 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":4800005063}}}'

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.