Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005766

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000297

distance 0.203 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690000978

distance 0.221 · cross-district

#3 · Ahmednagarcell 4660011920

distance 0.222 · cross-district

#4 · Washimcell 4990000286

distance 0.23 · cross-district

#5 · Jalgaoncell 4780003803

distance 0.237 · cross-district

#6 · Jalnacell 4790000467

distance 0.238 · cross-district

#7 · Ahmednagarcell 4660011409

distance 0.24 · cross-district

#8 · Kolhapurcell 4800005899

distance 0.241

#9 · Sanglicell 4930002191

distance 0.243 · cross-district

#10 · Beedcell 4700000544

distance 0.246 · cross-district

#11 · Ahmednagarcell 4660010083

distance 0.249 · cross-district

#12 · Laturcell 4810000628

distance 0.25 · cross-district

#13 · Laturcell 4810000766

distance 0.252 · cross-district

#14 · Beedcell 4700001755

distance 0.254 · cross-district

#15 · Beedcell 4700000039

distance 0.254 · cross-district

#16 · Laturcell 4810002032

distance 0.255 · cross-district

#17 · Jalgaoncell 4780003138

distance 0.255 · cross-district

#18 · Sanglicell 4930003244

distance 0.257 · 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":4800005766}}}'

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.