Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005810

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005599

distance 0.165

#2 · Kolhapurcell 4800004742

distance 0.19

#3 · Kolhapurcell 4800005271

distance 0.196

#4 · Kolhapurcell 4800005502

distance 0.201

#5 · Kolhapurcell 4800005743

distance 0.207

#6 · Kolhapurcell 4800005811

distance 0.222

#7 · Kolhapurcell 4800005600

distance 0.243

#8 · Nashikcell 4870010370

distance 0.252 · cross-district

#9 · Kolhapurcell 4800004578

distance 0.258

#10 · Kolhapurcell 4800004073

distance 0.263

#11 · Kolhapurcell 4800004662

distance 0.265

#12 · Kolhapurcell 4800005744

distance 0.27

#13 · Kolhapurcell 4800005344

distance 0.271

#14 · Kolhapurcell 4800004652

distance 0.275

#15 · Kolhapurcell 4800005670

distance 0.276

#16 · Kolhapurcell 4800005741

distance 0.28

#17 · Kolhapurcell 4800005804

distance 0.282

#18 · Kolhapurcell 4800005426

distance 0.283

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":4800005810}}}'

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.