Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002706

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

0.508

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002755

distance 0.508

#2 · Gadchirolicell 4750000064

distance 0.51 · cross-district

#3 · Nandurbarcell 4860001089

distance 0.547 · cross-district

#4 · Ratnagiricell 4920000018

distance 0.561 · cross-district

#5 · Ratnagiricell 4920000856

distance 0.568 · cross-district

#6 · Gadchirolicell 4750000292

distance 0.569 · cross-district

#7 · Ahmednagarcell 4660010973

distance 0.57 · cross-district

#8 · Ratnagiricell 4920001023

distance 0.583 · cross-district

#9 · Gadchirolicell 4750000043

distance 0.588 · cross-district

#10 · Kolhapurcell 4800002756

distance 0.593

#11 · Kolhapurcell 4800002703

distance 0.604

#12 · Palgharcell 6650003163

distance 0.61 · cross-district

#13 · Gadchirolicell 4750000178

distance 0.622 · cross-district

#14 · Gadchirolicell 4750000658

distance 0.624 · cross-district

#15 · Gadchirolicell 4750000508

distance 0.633 · cross-district

#16 · Nashikcell 4870000441

distance 0.638 · cross-district

#17 · Kolhapurcell 4800002705

distance 0.64

#18 · Gadchirolicell 4750000130

distance 0.642 · 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":4800002706}}}'

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.