Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002319

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 9 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.318

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002231

distance 0.318

#2 · Kolhapurcell 4800002225

distance 0.348

#3 · Kolhapurcell 4800002182

distance 0.404

#4 · Kolhapurcell 4800002325

distance 0.513

#5 · Kolhapurcell 4800002280

distance 0.545

#6 · Gadchirolicell 4750004144

distance 0.565 · cross-district

#7 · Gadchirolicell 4750004143

distance 0.604 · cross-district

#8 · Buldhanacell 4720001247

distance 0.61 · cross-district

#9 · Dharashivcell 4880005338

distance 0.613 · cross-district

#10 · Gadchirolicell 4750000180

distance 0.62 · cross-district

#11 · Dharashivcell 4880003994

distance 0.626 · cross-district

#12 · Punecell 4900002363

distance 0.631 · cross-district

#13 · Chandrapurcell 4730004919

distance 0.64 · cross-district

#14 · Laturcell 4810006084

distance 0.644 · cross-district

#15 · Akolacell 4670000055

distance 0.652 · cross-district

#16 · Dhulecell 4740004656

distance 0.653 · cross-district

#17 · Chandrapurcell 4730005013

distance 0.659 · cross-district

#18 · Dharashivcell 4880005337

distance 0.664 · 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":4800002319}}}'

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.