Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004864

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005015

distance 0.223

#2 · Jalnacell 4790004137

distance 0.236 · cross-district

#3 · Kolhapurcell 4800004497

distance 0.24

#4 · Kolhapurcell 4800004182

distance 0.243

#5 · Kolhapurcell 4800005690

distance 0.245

#6 · Kolhapurcell 4800005832

distance 0.252

#7 · Kolhapurcell 4800005373

distance 0.26

#8 · Kolhapurcell 4800005835

distance 0.261

#9 · Sanglicell 4930000116

distance 0.262 · cross-district

#10 · Sanglicell 4930000350

distance 0.269 · cross-district

#11 · Kolhapurcell 4800005907

distance 0.269

#12 · Kolhapurcell 4800004862

distance 0.27

#13 · Sanglicell 4930004690

distance 0.273 · cross-district

#14 · Sanglicell 4930000148

distance 0.278 · cross-district

#15 · Nandedcell 4850005599

distance 0.279 · cross-district

#16 · Laturcell 4810003688

distance 0.28 · cross-district

#17 · Solapurcell 4960004119

distance 0.283 · cross-district

#18 · Ahmednagarcell 4660011578

distance 0.283 · 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":4800004864}}}'

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.