Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005696

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.247

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000637

distance 0.247 · cross-district

#2 · Kolhapurcell 4800004929

distance 0.252

#3 · Beedcell 4700002425

distance 0.263 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690000849

distance 0.268 · cross-district

#5 · Beedcell 4700002930

distance 0.268 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690001047

distance 0.27 · cross-district

#7 · Parbhanicell 4890000220

distance 0.273 · cross-district

#8 · Beedcell 4700004555

distance 0.278 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000791

distance 0.281 · cross-district

#10 · Dharashivcell 4880006026

distance 0.288 · cross-district

#11 · Buldhanacell 4720000633

distance 0.288 · cross-district

#12 · Dharashivcell 4880001129

distance 0.289 · cross-district

#13 · Beedcell 4700002917

distance 0.289 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690000840

distance 0.292 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002247

distance 0.293 · cross-district

#16 · Beedcell 4700004209

distance 0.293 · cross-district

#17 · Jalgaoncell 4780001868

distance 0.294 · cross-district

#18 · Dharashivcell 4880000994

distance 0.294 · 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":4800005696}}}'

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.