Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004297

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.339

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000451

distance 0.339 · cross-district

#2 · Jalgaoncell 4780003683

distance 0.339 · cross-district

#3 · Sanglicell 4930000526

distance 0.356 · cross-district

#4 · Sanglicell 4930004267

distance 0.358 · cross-district

#5 · Yavatmalcell 5000002121

distance 0.366 · cross-district

#6 · Kolhapurcell 4800004775

distance 0.369

#7 · Parbhanicell 4890001970

distance 0.376 · cross-district

#8 · Laturcell 4810000501

distance 0.378 · cross-district

#9 · Chandrapurcell 4730002970

distance 0.378 · cross-district

#10 · Sanglicell 4930000455

distance 0.382 · cross-district

#11 · Kolhapurcell 4800004265

distance 0.384

#12 · Laturcell 4810003946

distance 0.389 · cross-district

#13 · Kolhapurcell 4800004374

distance 0.392

#14 · Ahmednagarcell 4660002091

distance 0.393 · cross-district

#15 · Nandedcell 4850000323

distance 0.396 · cross-district

#16 · Washimcell 4990004011

distance 0.397 · cross-district

#17 · Kolhapurcell 4800004774

distance 0.399

#18 · Akolacell 4670002159

distance 0.401 · 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":4800004297}}}'

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.