Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004756

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005443

distance 0.213

#2 · Gadchirolicell 4750003866

distance 0.222 · cross-district

#3 · Yavatmalcell 5000001386

distance 0.228 · cross-district

#4 · Kolhapurcell 4800005367

distance 0.24

#5 · Beedcell 4700003889

distance 0.247 · cross-district

#6 · Chandrapurcell 4730000923

distance 0.252 · cross-district

#7 · Kolhapurcell 4800005369

distance 0.256

#8 · Chandrapurcell 4730001012

distance 0.257 · cross-district

#9 · Nandedcell 4850008273

distance 0.257 · cross-district

#10 · Beedcell 4700005126

distance 0.258 · cross-district

#11 · Kolhapurcell 4800005446

distance 0.259

#12 · Kolhapurcell 4800005011

distance 0.26

#13 · Kolhapurcell 4800002002

distance 0.269

#14 · Amravaticell 4680001962

distance 0.271 · cross-district

#15 · Yavatmalcell 5000010205

distance 0.272 · cross-district

#16 · Kolhapurcell 4800001300

distance 0.273

#17 · Kolhapurcell 4800005528

distance 0.273

#18 · Beedcell 4700004786

distance 0.276 · 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":4800004756}}}'

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.