Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003114

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.246

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003124

distance 0.246

#2 · Nashikcell 4870009452

distance 0.297 · cross-district

#3 · Kolhapurcell 4800003077

distance 0.306

#4 · Kolhapurcell 4800003703

distance 0.306

#5 · Ratnagiricell 4920000061

distance 0.309 · cross-district

#6 · Kolhapurcell 4800003832

distance 0.318

#7 · Kolhapurcell 4800002758

distance 0.321

#8 · Nashikcell 4870011024

distance 0.326 · cross-district

#9 · Sindhudurgcell 4950004003

distance 0.327 · cross-district

#10 · Kolhapurcell 4800003573

distance 0.332

#11 · Kolhapurcell 4800003106

distance 0.332

#12 · Ratnagiricell 4920000138

distance 0.335 · cross-district

#13 · Kolhapurcell 4800005262

distance 0.335

#14 · Ratnagiricell 4920000060

distance 0.339 · cross-district

#15 · Kolhapurcell 4800004401

distance 0.346

#16 · Nashikcell 4870009311

distance 0.349 · cross-district

#17 · Ratnagiricell 4920002331

distance 0.35 · cross-district

#18 · Kolhapurcell 4800002456

distance 0.352

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":4800003114}}}'

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.