Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001899

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

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001787

distance 0.207

#2 · Kolhapurcell 4800001842

distance 0.268

#3 · Sanglicell 4930004399

distance 0.271 · cross-district

#4 · Kolhapurcell 4800004187

distance 0.277

#5 · Amravaticell 4680006303

distance 0.277 · cross-district

#6 · Kolhapurcell 4800001523

distance 0.284

#7 · Kolhapurcell 4800004795

distance 0.287

#8 · Solapurcell 4960011017

distance 0.289 · cross-district

#9 · Amravaticell 4680004990

distance 0.29 · cross-district

#10 · Punecell 4900005800

distance 0.292 · cross-district

#11 · Kolhapurcell 4800004587

distance 0.295

#12 · Sanglicell 4930005069

distance 0.297 · cross-district

#13 · Hingolicell 4770003573

distance 0.299 · cross-district

#14 · Amravaticell 4680004654

distance 0.302 · cross-district

#15 · Kolhapurcell 4800003948

distance 0.303

#16 · Beedcell 4700000281

distance 0.303 · cross-district

#17 · Amravaticell 4680006738

distance 0.304 · cross-district

#18 · Sanglicell 4930000384

distance 0.305 · 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":4800001899}}}'

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.