Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002271

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 3 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.432

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002133

distance 0.432

#2 · Dharashivcell 4880005338

distance 0.471 · cross-district

#3 · Gadchirolicell 4750004144

distance 0.488 · cross-district

#4 · Gadchirolicell 4750004143

distance 0.51 · cross-district

#5 · Dharashivcell 4880005337

distance 0.53 · cross-district

#6 · Gadchirolicell 4750007519

distance 0.547 · cross-district

#7 · Gadchirolicell 4750005575

distance 0.548 · cross-district

#8 · Gadchirolicell 4750007458

distance 0.55 · cross-district

#9 · Gadchirolicell 4750008768

distance 0.552 · cross-district

#10 · Gadchirolicell 4750007581

distance 0.553 · cross-district

#11 · Gadchirolicell 4750007452

distance 0.556 · cross-district

#12 · Gadchirolicell 4750005579

distance 0.559 · cross-district

#13 · Gadchirolicell 4750008825

distance 0.561 · cross-district

#14 · Gadchirolicell 4750007517

distance 0.565 · cross-district

#15 · Kolhapurcell 4800002182

distance 0.565

#16 · Gadchirolicell 4750007518

distance 0.567 · cross-district

#17 · Gadchirolicell 4750007456

distance 0.567 · cross-district

#18 · Gadchirolicell 4750008430

distance 0.568 · 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":4800002271}}}'

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.