Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006062

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.285

lower = more alike (weighted)

The twins, closest first

#1 · Ratnagiricell 4920001850

distance 0.285 · cross-district

#2 · Ratnagiricell 4920002742

distance 0.324 · cross-district

#3 · Ratnagiricell 4920002642

distance 0.338 · cross-district

#4 · Ratnagiricell 4920001801

distance 0.352 · cross-district

#5 · Ratnagiricell 4920002793

distance 0.363 · cross-district

#6 · Ratnagiricell 4920002649

distance 0.364 · cross-district

#7 · Ratnagiricell 4920001612

distance 0.389 · cross-district

#8 · Ratnagiricell 4920002540

distance 0.39 · cross-district

#9 · Ratnagiricell 4920002543

distance 0.393 · cross-district

#10 · Ratnagiricell 4920002156

distance 0.394 · cross-district

#11 · Ratnagiricell 4920001802

distance 0.397 · cross-district

#12 · Ratnagiricell 4920002492

distance 0.397 · cross-district

#13 · Ratnagiricell 4920001900

distance 0.401 · cross-district

#14 · Ratnagiricell 4920002595

distance 0.406 · cross-district

#15 · Ratnagiricell 4920001613

distance 0.412 · cross-district

#16 · Ratnagiricell 4920001658

distance 0.415 · cross-district

#17 · Ratnagiricell 4920001705

distance 0.419 · cross-district

#18 · Ratnagiricell 4920001114

distance 0.421 · 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":4800006062}}}'

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.