Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002439

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

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002295

distance 0.18

#2 · Kolhapurcell 4800002488

distance 0.212

#3 · Kolhapurcell 4800002265

distance 0.233

#4 · Kolhapurcell 4800002006

distance 0.233

#5 · Kolhapurcell 4800002393

distance 0.245

#6 · Kolhapurcell 4800002205

distance 0.25

#7 · Kolhapurcell 4800002252

distance 0.257

#8 · Kolhapurcell 4800001998

distance 0.263

#9 · Kolhapurcell 4800002346

distance 0.272

#10 · Kolhapurcell 4800002007

distance 0.272

#11 · Kolhapurcell 4800002158

distance 0.273

#12 · Kolhapurcell 4800002490

distance 0.276

#13 · Amravaticell 4680007328

distance 0.279 · cross-district

#14 · Kolhapurcell 4800001715

distance 0.282

#15 · Kolhapurcell 4800002345

distance 0.283

#16 · Kolhapurcell 4800002062

distance 0.285

#17 · Kolhapurcell 4800002494

distance 0.288

#18 · Kolhapurcell 4800002108

distance 0.294

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":4800002439}}}'

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.