Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004210

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005063

distance 0.174

#2 · Beedcell 4700005234

distance 0.22 · cross-district

#3 · Laturcell 4810001765

distance 0.243 · cross-district

#4 · Laturcell 4810001303

distance 0.267 · cross-district

#5 · Sanglicell 4930002401

distance 0.269 · cross-district

#6 · Solapurcell 4960004711

distance 0.27 · cross-district

#7 · Laturcell 4810002740

distance 0.277 · cross-district

#8 · Dharashivcell 4880002028

distance 0.28 · cross-district

#9 · Dharashivcell 4880000175

distance 0.283 · cross-district

#10 · Solapurcell 4960011132

distance 0.287 · cross-district

#11 · Sanglicell 4930003049

distance 0.291 · cross-district

#12 · Solapurcell 4960004922

distance 0.297 · cross-district

#13 · Solapurcell 4960000483

distance 0.298 · cross-district

#14 · Solapurcell 4960005309

distance 0.298 · cross-district

#15 · Dharashivcell 4880003897

distance 0.3 · cross-district

#16 · Beedcell 4700004558

distance 0.301 · cross-district

#17 · Dharashivcell 4880002562

distance 0.31 · cross-district

#18 · Dharashivcell 4880000461

distance 0.311 · 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":4800004210}}}'

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.