Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004700

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.267

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005056

distance 0.267

#2 · Sanglicell 4930000345

distance 0.268 · cross-district

#3 · Beedcell 4700002557

distance 0.332 · cross-district

#4 · Kolhapurcell 4800004888

distance 0.35

#5 · Sanglicell 4930005977

distance 0.354 · cross-district

#6 · Punecell 4900002010

distance 0.357 · cross-district

#7 · Ahmednagarcell 4660005926

distance 0.359 · cross-district

#8 · Buldhanacell 4720005827

distance 0.373 · cross-district

#9 · Nashikcell 4870004092

distance 0.382 · cross-district

#10 · Ahmednagarcell 4660012601

distance 0.383 · cross-district

#11 · Ahmednagarcell 4660005687

distance 0.388 · cross-district

#12 · Ahmednagarcell 4660004947

distance 0.389 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690002892

distance 0.394 · cross-district

#14 · Sataracell 4940004227

distance 0.396 · cross-district

#15 · Solapurcell 4960004757

distance 0.396 · cross-district

#16 · Sanglicell 4930002674

distance 0.396 · cross-district

#17 · Akolacell 4670002306

distance 0.401 · cross-district

#18 · Beedcell 4700005698

distance 0.405 · 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":4800004700}}}'

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.