Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001296

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

0.355

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001295

distance 0.355

#2 · Kolhapurcell 4800001479

distance 0.358

#3 · Kolhapurcell 4800001417

distance 0.359

#4 · Kolhapurcell 4800002361

distance 0.362

#5 · Kolhapurcell 4800001299

distance 0.374

#6 · Chandrapurcell 4730004733

distance 0.377 · cross-district

#7 · Kolhapurcell 4800001362

distance 0.387

#8 · Kolhapurcell 4800001759

distance 0.393

#9 · Kolhapurcell 4800002047

distance 0.394

#10 · Kolhapurcell 4800001645

distance 0.395

#11 · Kolhapurcell 4800001300

distance 0.399

#12 · Kolhapurcell 4800001301

distance 0.4

#13 · Chandrapurcell 4730006970

distance 0.404 · cross-district

#14 · Yavatmalcell 5000008496

distance 0.41 · cross-district

#15 · Kolhapurcell 4800001370

distance 0.416

#16 · Kolhapurcell 4800001470

distance 0.42

#17 · Parbhanicell 4890002050

distance 0.421 · cross-district

#18 · Kolhapurcell 4800002191

distance 0.422

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":4800001296}}}'

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.