Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005275

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

0.331

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005276

distance 0.331

#2 · Sanglicell 4930000160

distance 0.334 · cross-district

#3 · Beedcell 4700001796

distance 0.368 · cross-district

#4 · Kolhapurcell 4800005359

distance 0.371

#5 · Sanglicell 4930000470

distance 0.374 · cross-district

#6 · Yavatmalcell 5000003086

distance 0.378 · cross-district

#7 · Kolhapurcell 4800004846

distance 0.388

#8 · Solapurcell 4960004389

distance 0.39 · cross-district

#9 · Laturcell 4810002860

distance 0.397 · cross-district

#10 · Beedcell 4700004423

distance 0.403 · cross-district

#11 · Sanglicell 4930004833

distance 0.406 · cross-district

#12 · Buldhanacell 4720002512

distance 0.407 · cross-district

#13 · Yavatmalcell 5000009652

distance 0.409 · cross-district

#14 · Solapurcell 4960005745

distance 0.411 · cross-district

#15 · Jalnacell 4790004963

distance 0.411 · cross-district

#16 · Laturcell 4810003121

distance 0.413 · cross-district

#17 · Beedcell 4700003590

distance 0.417 · cross-district

#18 · Chandrapurcell 4730004418

distance 0.418 · 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":4800005275}}}'

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.