Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004595

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.298

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004170

distance 0.298

#2 · Kolhapurcell 4800004509

distance 0.305

#3 · Kolhapurcell 4800004168

distance 0.359

#4 · Dhulecell 4740001289

distance 0.374 · cross-district

#5 · Dhulecell 4740001286

distance 0.388 · cross-district

#6 · Nagpurcell 4840003776

distance 0.391 · cross-district

#7 · Beedcell 4700003116

distance 0.397 · cross-district

#8 · Dhulecell 4740001287

distance 0.404 · cross-district

#9 · Jalgaoncell 4780001795

distance 0.405 · cross-district

#10 · Kolhapurcell 4800004336

distance 0.405

#11 · Laturcell 4810003061

distance 0.405 · cross-district

#12 · Chandrapurcell 4730004416

distance 0.409 · cross-district

#13 · Wardhacell 4980000896

distance 0.41 · cross-district

#14 · Beedcell 4700001023

distance 0.414 · cross-district

#15 · Kolhapurcell 4800004335

distance 0.415

#16 · Chhatrapati Sambhajinagarcell 4690006586

distance 0.419 · cross-district

#17 · Beedcell 4700007547

distance 0.419 · cross-district

#18 · Laturcell 4810003235

distance 0.422 · 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":4800004595}}}'

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.