Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002182

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 7 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.348

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002225

distance 0.348

#2 · Kolhapurcell 4800002280

distance 0.363

#3 · Kolhapurcell 4800002374

distance 0.398

#4 · Kolhapurcell 4800002319

distance 0.404

#5 · Kolhapurcell 4800002271

distance 0.565

#6 · Gadchirolicell 4750004144

distance 0.568 · cross-district

#7 · Buldhanacell 4720005865

distance 0.589 · cross-district

#8 · Gadchirolicell 4750004143

distance 0.596 · cross-district

#9 · Nashikcell 4870001419

distance 0.601 · cross-district

#10 · Chandrapurcell 4730005207

distance 0.61 · cross-district

#11 · Nandurbarcell 4860004594

distance 0.611 · cross-district

#12 · Dharashivcell 4880005338

distance 0.614 · cross-district

#13 · Kolhapurcell 4800002373

distance 0.623

#14 · Buldhanacell 4720004768

distance 0.629 · cross-district

#15 · Gadchirolicell 4750000180

distance 0.637 · cross-district

#16 · Kolhapurcell 4800002231

distance 0.647

#17 · Dharashivcell 4880003994

distance 0.648 · cross-district

#18 · Nandurbarcell 4860005052

distance 0.649 · 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":4800002182}}}'

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.