Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005371

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 4 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 · Sanglicell 4930005844

distance 0.22 · cross-district

#2 · Beedcell 4700001471

distance 0.226 · cross-district

#3 · Sanglicell 4930005574

distance 0.237 · cross-district

#4 · Sanglicell 4930005999

distance 0.244 · cross-district

#5 · Sanglicell 4930006486

distance 0.247 · cross-district

#6 · Sanglicell 4930005471

distance 0.255 · cross-district

#7 · Ahmednagarcell 4660005377

distance 0.258 · cross-district

#8 · Beedcell 4700003039

distance 0.259 · cross-district

#9 · Sanglicell 4930005660

distance 0.26 · cross-district

#10 · Ahmednagarcell 4660005269

distance 0.265 · cross-district

#11 · Sanglicell 4930006139

distance 0.265 · cross-district

#12 · Sanglicell 4930001295

distance 0.265 · cross-district

#13 · Sanglicell 4930006285

distance 0.266 · cross-district

#14 · Sanglicell 4930004271

distance 0.267 · cross-district

#15 · Sanglicell 4930005675

distance 0.268 · cross-district

#16 · Sanglicell 4930005830

distance 0.268 · cross-district

#17 · Sanglicell 4930000958

distance 0.272 · cross-district

#18 · Nashikcell 4870005749

distance 0.274 · 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":4800005371}}}'

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.