Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003574

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

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003166

distance 0.139

#2 · Kolhapurcell 4800003516

distance 0.171

#3 · Kolhapurcell 4800003118

distance 0.201

#4 · Kolhapurcell 4800003775

distance 0.204

#5 · Kolhapurcell 4800003705

distance 0.216

#6 · Kolhapurcell 4800003253

distance 0.221

#7 · Kolhapurcell 4800003298

distance 0.224

#8 · Kolhapurcell 4800003636

distance 0.229

#9 · Kolhapurcell 4800002863

distance 0.234

#10 · Kolhapurcell 4800002855

distance 0.239

#11 · Kolhapurcell 4800002912

distance 0.246

#12 · Kolhapurcell 4800003510

distance 0.253

#13 · Kolhapurcell 4800002911

distance 0.262

#14 · Kolhapurcell 4800002819

distance 0.262

#15 · Kolhapurcell 4800003575

distance 0.271

#16 · Kolhapurcell 4800002816

distance 0.271

#17 · Kolhapurcell 4800003707

distance 0.281

#18 · Kolhapurcell 4800003395

distance 0.282

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":4800003574}}}'

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.