Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001605

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.23

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001384

distance 0.23

#2 · Kolhapurcell 4800001453

distance 0.275

#3 · Kolhapurcell 4800001674

distance 0.288

#4 · Kolhapurcell 4800001391

distance 0.29

#5 · Kolhapurcell 4800001330

distance 0.311

#6 · Kolhapurcell 4800001620

distance 0.313

#7 · Kolhapurcell 4800001660

distance 0.318

#8 · Kolhapurcell 4800001265

distance 0.322

#9 · Kolhapurcell 4800001555

distance 0.322

#10 · Kolhapurcell 4800002387

distance 0.328

#11 · Kolhapurcell 4800001380

distance 0.332

#12 · Kolhapurcell 4800001613

distance 0.338

#13 · Jalnacell 4790005164

distance 0.338 · cross-district

#14 · Amravaticell 4680005901

distance 0.341 · cross-district

#15 · Dharashivcell 4880003024

distance 0.341 · cross-district

#16 · Kolhapurcell 4800004841

distance 0.343

#17 · Kolhapurcell 4800001377

distance 0.344

#18 · Kolhapurcell 4800001716

distance 0.344

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":4800001605}}}'

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.