Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002764

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.254

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002852

distance 0.254

#2 · Kolhapurcell 4800002908

distance 0.292

#3 · Kolhapurcell 4800002657

distance 0.296

#4 · Nashikcell 4870010235

distance 0.299 · cross-district

#5 · Kolhapurcell 4800005512

distance 0.3

#6 · Kolhapurcell 4800002660

distance 0.301

#7 · Kolhapurcell 4800003445

distance 0.316

#8 · Kolhapurcell 4800002850

distance 0.32

#9 · Kolhapurcell 4800005352

distance 0.325

#10 · Kolhapurcell 4800002943

distance 0.325

#11 · Kolhapurcell 4800003626

distance 0.325

#12 · Kolhapurcell 4800002851

distance 0.326

#13 · Kolhapurcell 4800003116

distance 0.328

#14 · Kolhapurcell 4800002953

distance 0.331

#15 · Kolhapurcell 4800003339

distance 0.337

#16 · Kolhapurcell 4800003702

distance 0.341

#17 · Kolhapurcell 4800002646

distance 0.345

#18 · Kolhapurcell 4800003393

distance 0.358

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":4800002764}}}'

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.