Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001617

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001616

distance 0.223

#2 · Kolhapurcell 4800001633

distance 0.248

#3 · Kolhapurcell 4800001622

distance 0.265

#4 · Kolhapurcell 4800001743

distance 0.266

#5 · Chhatrapati Sambhajinagarcell 4690001910

distance 0.267 · cross-district

#6 · Kolhapurcell 4800002212

distance 0.276

#7 · Chhatrapati Sambhajinagarcell 4690001358

distance 0.277 · cross-district

#8 · Kolhapurcell 4800002063

distance 0.278

#9 · Kolhapurcell 4800001670

distance 0.278

#10 · Chhatrapati Sambhajinagarcell 4690002723

distance 0.279 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690001542

distance 0.28 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690002413

distance 0.281 · cross-district

#13 · Beedcell 4700004551

distance 0.283 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690004110

distance 0.284 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001727

distance 0.285 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690004301

distance 0.285 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001985

distance 0.287 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690004018

distance 0.287 · 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":4800001617}}}'

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.