Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000568

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.326

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870002584

distance 0.326 · cross-district

#2 · Kolhapurcell 4800000735

distance 0.327

#3 · Ratnagiricell 4920005011

distance 0.339 · cross-district

#4 · Nashikcell 4870002591

distance 0.342 · cross-district

#5 · Ahmednagarcell 4660010971

distance 0.347 · cross-district

#6 · Nashikcell 4870001327

distance 0.352 · cross-district

#7 · Kolhapurcell 4800000693

distance 0.358

#8 · Ahmednagarcell 4660011791

distance 0.365 · cross-district

#9 · Parbhanicell 4890001337

distance 0.37 · cross-district

#10 · Nashikcell 4870001333

distance 0.371 · cross-district

#11 · Nashikcell 4870000633

distance 0.373 · cross-district

#12 · Nashikcell 4870001232

distance 0.374 · cross-district

#13 · Jalgaoncell 4780005073

distance 0.374 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690004883

distance 0.378 · cross-district

#15 · Nashikcell 4870002585

distance 0.378 · cross-district

#16 · Kolhapurcell 4800000348

distance 0.379

#17 · Sindhudurgcell 4950000446

distance 0.385 · cross-district

#18 · Solapurcell 4960008782

distance 0.387 · 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":4800000568}}}'

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.