Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002278

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

0.24

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002232

distance 0.24

#2 · Buldhanacell 4720001420

distance 0.477 · cross-district

#3 · Jalnacell 4790001200

distance 0.525 · cross-district

#4 · Dharashivcell 4880005860

distance 0.53 · cross-district

#5 · Wardhacell 4980000754

distance 0.54 · cross-district

#6 · Gadchirolicell 4750004144

distance 0.541 · cross-district

#7 · Sataracell 4940003374

distance 0.553 · cross-district

#8 · Buldhanacell 4720003896

distance 0.558 · cross-district

#9 · Chandrapurcell 4730005717

distance 0.564 · cross-district

#10 · Sataracell 4940003259

distance 0.565 · cross-district

#11 · Kolhapurcell 4800002420

distance 0.566

#12 · Buldhanacell 4720001534

distance 0.566 · cross-district

#13 · Gadchirolicell 4750004143

distance 0.576 · cross-district

#14 · Buldhanacell 4720003745

distance 0.586 · cross-district

#15 · Gadchirolicell 4750000180

distance 0.605 · cross-district

#16 · Buldhanacell 4720001309

distance 0.607 · cross-district

#17 · Kolhapurcell 4800006481

distance 0.609

#18 · Nashikcell 4870001318

distance 0.615 · 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":4800002278}}}'

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.