Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003234

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

0.261

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003075

distance 0.261

#2 · Kolhapurcell 4800002715

distance 0.282

#3 · Kolhapurcell 4800003403

distance 0.308

#4 · Kolhapurcell 4800002768

distance 0.309

#5 · Kolhapurcell 4800003031

distance 0.311

#6 · Kolhapurcell 4800004993

distance 0.312

#7 · Kolhapurcell 4800003256

distance 0.321

#8 · Kolhapurcell 4800004648

distance 0.327

#9 · Kolhapurcell 4800003402

distance 0.333

#10 · Ratnagiricell 4920001643

distance 0.334 · cross-district

#11 · Kolhapurcell 4800005003

distance 0.338

#12 · Nashikcell 4870009845

distance 0.34 · cross-district

#13 · Kolhapurcell 4800002987

distance 0.343

#14 · Kolhapurcell 4800002809

distance 0.344

#15 · Kolhapurcell 4800002986

distance 0.346

#16 · Kolhapurcell 4800003070

distance 0.348

#17 · Kolhapurcell 4800003640

distance 0.349

#18 · Kolhapurcell 4800003494

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":4800003234}}}'

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.