Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001680

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001401

distance 0.208

#2 · Kolhapurcell 4800001409

distance 0.212

#3 · Kolhapurcell 4800001399

distance 0.22

#4 · Kolhapurcell 4800001681

distance 0.23

#5 · Kolhapurcell 4800001465

distance 0.23

#6 · Kolhapurcell 4800001525

distance 0.231

#7 · Kolhapurcell 4800001576

distance 0.234

#8 · Kolhapurcell 4800002168

distance 0.24

#9 · Kolhapurcell 4800001457

distance 0.241

#10 · Kolhapurcell 4800001455

distance 0.242

#11 · Kolhapurcell 4800002128

distance 0.242

#12 · Kolhapurcell 4800001286

distance 0.248

#13 · Kolhapurcell 4800001678

distance 0.251

#14 · Kolhapurcell 4800001568

distance 0.252

#15 · Kolhapurcell 4800001912

distance 0.253

#16 · Sanglicell 4930004392

distance 0.253 · cross-district

#17 · Kolhapurcell 4800002075

distance 0.253

#18 · Beedcell 4700003851

distance 0.255 · cross-district

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":4800001680}}}'

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.