Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001908

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

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002352

distance 0.22

#2 · Kolhapurcell 4800002015

distance 0.245

#3 · Solapurcell 4960004065

distance 0.249 · cross-district

#4 · Solapurcell 4960009524

distance 0.254 · cross-district

#5 · Solapurcell 4960000098

distance 0.255 · cross-district

#6 · Sanglicell 4930004523

distance 0.256 · cross-district

#7 · Solapurcell 4960004212

distance 0.258 · cross-district

#8 · Kolhapurcell 4800001338

distance 0.26

#9 · Sanglicell 4930005817

distance 0.26 · cross-district

#10 · Sanglicell 4930002217

distance 0.261 · cross-district

#11 · Solapurcell 4960009123

distance 0.262 · cross-district

#12 · Sanglicell 4930006395

distance 0.264 · cross-district

#13 · Sanglicell 4930004376

distance 0.264 · cross-district

#14 · Sanglicell 4930004377

distance 0.265 · cross-district

#15 · Sanglicell 4930005535

distance 0.265 · cross-district

#16 · Sanglicell 4930004522

distance 0.266 · cross-district

#17 · Sanglicell 4930005571

distance 0.269 · cross-district

#18 · Sanglicell 4930005569

distance 0.27 · 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":4800001908}}}'

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.