Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004028

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

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001683

distance 0.197 · cross-district

#2 · Buldhanacell 4720001138

distance 0.198 · cross-district

#3 · Sanglicell 4930002561

distance 0.2 · cross-district

#4 · Ahmednagarcell 4660011577

distance 0.21 · cross-district

#5 · Sanglicell 4930001731

distance 0.211 · cross-district

#6 · Sanglicell 4930001432

distance 0.213 · cross-district

#7 · Ahmednagarcell 4660009615

distance 0.225 · cross-district

#8 · Solapurcell 4960004098

distance 0.23 · cross-district

#9 · Sanglicell 4930002901

distance 0.237 · cross-district

#10 · Sanglicell 4930001161

distance 0.24 · cross-district

#11 · Sanglicell 4930002193

distance 0.241 · cross-district

#12 · Beedcell 4700004923

distance 0.243 · cross-district

#13 · Kolhapurcell 4800004777

distance 0.244

#14 · Buldhanacell 4720000641

distance 0.245 · cross-district

#15 · Ahmednagarcell 4660004027

distance 0.246 · cross-district

#16 · Kolhapurcell 4800004409

distance 0.246

#17 · Jalnacell 4790003472

distance 0.247 · cross-district

#18 · Buldhanacell 4720001799

distance 0.252 · 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":4800004028}}}'

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.