Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001952

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

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001731

distance 0.218

#2 · Sanglicell 4930004690

distance 0.237 · cross-district

#3 · Sanglicell 4930004390

distance 0.254 · cross-district

#4 · Kolhapurcell 4800005832

distance 0.258

#5 · Kolhapurcell 4800002339

distance 0.26

#6 · Kolhapurcell 4800001895

distance 0.263

#7 · Kolhapurcell 4800001732

distance 0.273

#8 · Kolhapurcell 4800004497

distance 0.283

#9 · Ahmednagarcell 4660002640

distance 0.292 · cross-district

#10 · Kolhapurcell 4800002058

distance 0.294

#11 · Amravaticell 4680006174

distance 0.294 · cross-district

#12 · Sanglicell 4930004836

distance 0.295 · cross-district

#13 · Kolhapurcell 4800001797

distance 0.296

#14 · Solapurcell 4960004119

distance 0.296 · cross-district

#15 · Ahmednagarcell 4660005058

distance 0.303 · cross-district

#16 · Solapurcell 4960010048

distance 0.304 · cross-district

#17 · Sataracell 4940001106

distance 0.308 · cross-district

#18 · Sanglicell 4930004968

distance 0.309 · 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":4800001952}}}'

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.