Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002135

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.023

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002224

distance 0.023

#2 · Kolhapurcell 4800001580

distance 0.046

#3 · Kolhapurcell 4800002178

distance 0.054

#4 · Kolhapurcell 4800002316

distance 0.055

#5 · Kolhapurcell 4800002081

distance 0.062

#6 · Kolhapurcell 4800002040

distance 0.067

#7 · Kolhapurcell 4800002080

distance 0.072

#8 · Kolhapurcell 4800001355

distance 0.073

#9 · Kolhapurcell 4800001305

distance 0.074

#10 · Kolhapurcell 4800001365

distance 0.074

#11 · Kolhapurcell 4800002464

distance 0.079

#12 · Kolhapurcell 4800001412

distance 0.088

#13 · Kolhapurcell 4800002504

distance 0.089

#14 · Kolhapurcell 4800002083

distance 0.09

#15 · Kolhapurcell 4800001809

distance 0.097

#16 · Kolhapurcell 4800001372

distance 0.099

#17 · Kolhapurcell 4800001693

distance 0.1

#18 · Kolhapurcell 4800001925

distance 0.101

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":4800002135}}}'

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.