Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002190

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002147

distance 0.227

#2 · Kolhapurcell 4800002370

distance 0.252

#3 · Kolhapurcell 4800001583

distance 0.262

#4 · Kolhapurcell 4800001526

distance 0.272

#5 · Kolhapurcell 4800002095

distance 0.286

#6 · Kolhapurcell 4800002244

distance 0.287

#7 · Kolhapurcell 4800001582

distance 0.291

#8 · Buldhanacell 4720002201

distance 0.306 · cross-district

#9 · Kolhapurcell 4800001587

distance 0.309

#10 · Kolhapurcell 4800002459

distance 0.311

#11 · Ahmednagarcell 4660005740

distance 0.313 · cross-district

#12 · Kolhapurcell 4800002134

distance 0.314

#13 · Kolhapurcell 4800001313

distance 0.318

#14 · Kolhapurcell 4800001597

distance 0.319

#15 · Chandrapurcell 4730009652

distance 0.323 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690004308

distance 0.323 · cross-district

#17 · Kolhapurcell 4800002243

distance 0.323

#18 · Buldhanacell 4720002495

distance 0.324 · 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":4800002190}}}'

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.