Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002133

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 6 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.425

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002372

distance 0.425

#2 · Kolhapurcell 4800002271

distance 0.432

#3 · Gadchirolicell 4750004144

distance 0.506 · cross-district

#4 · Kolhapurcell 4800002226

distance 0.534

#5 · Gadchirolicell 4750004143

distance 0.542 · cross-district

#6 · Dharashivcell 4880005338

distance 0.578 · cross-district

#7 · Dharashivcell 4880003994

distance 0.605 · cross-district

#8 · Gadchirolicell 4750000180

distance 0.613 · cross-district

#9 · Kolhapurcell 4800002374

distance 0.621

#10 · Nagpurcell 4840000045

distance 0.624 · cross-district

#11 · Dharashivcell 4880005337

distance 0.632 · cross-district

#12 · Gadchirolicell 4750008768

distance 0.657 · cross-district

#13 · Gadchirolicell 4750000585

distance 0.667 · cross-district

#14 · Ahmednagarcell 4660011618

distance 0.668 · cross-district

#15 · Ahmednagarcell 4660011620

distance 0.669 · cross-district

#16 · Gadchirolicell 4750000290

distance 0.67 · cross-district

#17 · Thanecell 4970002942

distance 0.68 · cross-district

#18 · Gadchirolicell 4750000507

distance 0.684 · 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":4800002133}}}'

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.