Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001961

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

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002715

distance 0.248 · cross-district

#2 · Buldhanacell 4720002639

distance 0.255 · cross-district

#3 · Solapurcell 4960003978

distance 0.269 · cross-district

#4 · Sanglicell 4930004250

distance 0.27 · cross-district

#5 · Dharashivcell 4880005487

distance 0.271 · cross-district

#6 · Ahmednagarcell 4660002945

distance 0.286 · cross-district

#7 · Nashikcell 4870007193

distance 0.286 · cross-district

#8 · Sanglicell 4930007136

distance 0.289 · cross-district

#9 · Sanglicell 4930006839

distance 0.3 · cross-district

#10 · Kolhapurcell 4800005470

distance 0.304

#11 · Buldhanacell 4720003013

distance 0.305 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690001013

distance 0.305 · cross-district

#13 · Ahmednagarcell 4660001728

distance 0.309 · cross-district

#14 · Solapurcell 4960000572

distance 0.311 · cross-district

#15 · Solapurcell 4960007357

distance 0.312 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690002158

distance 0.313 · cross-district

#17 · Ahmednagarcell 4660010082

distance 0.313 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690007256

distance 0.314 · 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":4800001961}}}'

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.