Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004356

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.246

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004702

distance 0.246

#2 · Kolhapurcell 4800004439

distance 0.269

#3 · Sanglicell 4930000249

distance 0.306 · cross-district

#4 · Kolhapurcell 4800004354

distance 0.315

#5 · Ahmednagarcell 4660004942

distance 0.32 · cross-district

#6 · Ahmednagarcell 4660005928

distance 0.337 · cross-district

#7 · Sanglicell 4930000287

distance 0.338 · cross-district

#8 · Nashikcell 4870010715

distance 0.346 · cross-district

#9 · Kolhapurcell 4800004789

distance 0.347

#10 · Ahmednagarcell 4660004512

distance 0.352 · cross-district

#11 · Solapurcell 4960009488

distance 0.354 · cross-district

#12 · Sataracell 4940003533

distance 0.362 · cross-district

#13 · Solapurcell 4960007806

distance 0.363 · cross-district

#14 · Punecell 4900001716

distance 0.377 · cross-district

#15 · Kolhapurcell 4800004703

distance 0.38

#16 · Punecell 4900005663

distance 0.384 · cross-district

#17 · Ahmednagarcell 4660004948

distance 0.385 · cross-district

#18 · Solapurcell 4960009489

distance 0.386 · 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":4800004356}}}'

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.