Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000673

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 2 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.069

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000900

distance 0.069

#2 · Sindhudurgcell 4950001561

distance 0.071 · cross-district

#3 · Kolhapurcell 4800001015

distance 0.073

#4 · Kolhapurcell 4800000858

distance 0.076

#5 · Kolhapurcell 4800000360

distance 0.076

#6 · Sindhudurgcell 4950001012

distance 0.084 · cross-district

#7 · Sindhudurgcell 4950001004

distance 0.086 · cross-district

#8 · Kolhapurcell 4800000420

distance 0.09

#9 · Kolhapurcell 4800000635

distance 0.102

#10 · Kolhapurcell 4800001059

distance 0.105

#11 · Kolhapurcell 4800000859

distance 0.105

#12 · Kolhapurcell 4800001019

distance 0.113

#13 · Sindhudurgcell 4950001170

distance 0.115 · cross-district

#14 · Kolhapurcell 4800001182

distance 0.115

#15 · Kolhapurcell 4800000359

distance 0.117

#16 · Kolhapurcell 4800001120

distance 0.117

#17 · Kolhapurcell 4800000452

distance 0.119

#18 · Sindhudurgcell 4950001224

distance 0.122 · 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":4800000673}}}'

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.