Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002802

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003626

distance 0.248

#2 · Kolhapurcell 4800002657

distance 0.251

#3 · Kolhapurcell 4800003393

distance 0.265

#4 · Kolhapurcell 4800003445

distance 0.269

#5 · Ratnagiricell 4920003294

distance 0.291 · cross-district

#6 · Kolhapurcell 4800002850

distance 0.304

#7 · Kolhapurcell 4800002558

distance 0.323

#8 · Kolhapurcell 4800002908

distance 0.324

#9 · Kolhapurcell 4800002851

distance 0.332

#10 · Thanecell 4970003349

distance 0.333 · cross-district

#11 · Kolhapurcell 4800002943

distance 0.339

#12 · Thanecell 4970002834

distance 0.339 · cross-district

#13 · Ratnagiricell 4920001964

distance 0.341 · cross-district

#14 · Kolhapurcell 4800003979

distance 0.346

#15 · Kolhapurcell 4800003202

distance 0.347

#16 · Ratnagiricell 4920003096

distance 0.349 · cross-district

#17 · Kolhapurcell 4800003339

distance 0.35

#18 · Kolhapurcell 4800005518

distance 0.351

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":4800002802}}}'

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.