Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001787

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 5 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 4800001899

distance 0.207

#2 · Kolhapurcell 4800002531

distance 0.26

#3 · Kolhapurcell 4800001842

distance 0.265

#4 · Amravaticell 4680006303

distance 0.269 · cross-district

#5 · Sanglicell 4930004399

distance 0.271 · cross-district

#6 · Kolhapurcell 4800001523

distance 0.276

#7 · Kolhapurcell 4800004795

distance 0.289

#8 · Kolhapurcell 4800004245

distance 0.29

#9 · Kolhapurcell 4800004498

distance 0.291

#10 · Kolhapurcell 4800004088

distance 0.294

#11 · Solapurcell 4960010734

distance 0.296 · cross-district

#12 · Kolhapurcell 4800005952

distance 0.298

#13 · Kolhapurcell 4800004927

distance 0.299

#14 · Kolhapurcell 4800004932

distance 0.302

#15 · Laturcell 4810003456

distance 0.309 · cross-district

#16 · Kolhapurcell 4800004587

distance 0.313

#17 · Kolhapurcell 4800003812

distance 0.316

#18 · Amravaticell 4680001378

distance 0.316 · 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":4800001787}}}'

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.