Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005643

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000330

distance 0.143 · cross-district

#2 · Sanglicell 4930000332

distance 0.161 · cross-district

#3 · Kolhapurcell 4800004434

distance 0.169

#4 · Kolhapurcell 4800005786

distance 0.176

#5 · Kolhapurcell 4800004110

distance 0.198

#6 · Sanglicell 4930005442

distance 0.206 · cross-district

#7 · Kolhapurcell 4800005714

distance 0.208

#8 · Sanglicell 4930004379

distance 0.212 · cross-district

#9 · Sanglicell 4930002836

distance 0.214 · cross-district

#10 · Sanglicell 4930004803

distance 0.221 · cross-district

#11 · Sanglicell 4930006108

distance 0.221 · cross-district

#12 · Sanglicell 4930006474

distance 0.223 · cross-district

#13 · Kolhapurcell 4800006011

distance 0.232

#14 · Sanglicell 4930005829

distance 0.233 · cross-district

#15 · Sanglicell 4930000389

distance 0.234 · cross-district

#16 · Sataracell 4940006480

distance 0.234 · cross-district

#17 · Kolhapurcell 4800004033

distance 0.238

#18 · Sataracell 4940007826

distance 0.239 · 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":4800005643}}}'

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.