Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004549

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004720

distance 0.132

#2 · Sanglicell 4930000119

distance 0.144 · cross-district

#3 · Kolhapurcell 4800003974

distance 0.2

#4 · Sanglicell 4930000090

distance 0.201 · cross-district

#5 · Sanglicell 4930000063

distance 0.201 · cross-district

#6 · Kolhapurcell 4800004376

distance 0.226

#7 · Sanglicell 4930000118

distance 0.23 · cross-district

#8 · Sanglicell 4930001272

distance 0.237 · cross-district

#9 · Sanglicell 4930000732

distance 0.242 · cross-district

#10 · Ahmednagarcell 4660000209

distance 0.249 · cross-district

#11 · Punecell 4900001619

distance 0.251 · cross-district

#12 · Sanglicell 4930001734

distance 0.253 · cross-district

#13 · Kolhapurcell 4800004548

distance 0.254

#14 · Sanglicell 4930000088

distance 0.255 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002446

distance 0.256 · cross-district

#16 · Sanglicell 4930000820

distance 0.259 · cross-district

#17 · Kolhapurcell 4800004461

distance 0.259

#18 · Sanglicell 4930001864

distance 0.259 · 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":4800004549}}}'

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.