Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001070

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 2 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.294

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000987

distance 0.294

#2 · Sindhudurgcell 4950001625

distance 0.307 · cross-district

#3 · Kolhapurcell 4800000984

distance 0.312

#4 · Kolhapurcell 4800000986

distance 0.315

#5 · Kolhapurcell 4800001128

distance 0.318

#6 · Kolhapurcell 4800000985

distance 0.319

#7 · Kolhapurcell 4800000948

distance 0.323

#8 · Sindhudurgcell 4950001684

distance 0.324 · cross-district

#9 · Kolhapurcell 4800001069

distance 0.328

#10 · Kolhapurcell 4800001025

distance 0.337

#11 · Kolhapurcell 4800001164

distance 0.338

#12 · Sindhudurgcell 4950001376

distance 0.365 · cross-district

#13 · Sindhudurgcell 4950001167

distance 0.366 · cross-district

#14 · Kolhapurcell 4800001023

distance 0.371

#15 · Kolhapurcell 4800000908

distance 0.371

#16 · Sindhudurgcell 4950001731

distance 0.372 · cross-district

#17 · Sindhudurgcell 4950001207

distance 0.375 · cross-district

#18 · Sindhudurgcell 4950001732

distance 0.377 · 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":4800001070}}}'

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.