Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000693

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000348

distance 0.232

#2 · Nashikcell 4870001334

distance 0.29 · cross-district

#3 · Nashikcell 4870003213

distance 0.317 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690001830

distance 0.32 · cross-district

#5 · Nashikcell 4870010199

distance 0.321 · cross-district

#6 · Ahmednagarcell 4660012102

distance 0.322 · cross-district

#7 · Nashikcell 4870001624

distance 0.33 · cross-district

#8 · Nashikcell 4870002824

distance 0.331 · cross-district

#9 · Punecell 4900001357

distance 0.333 · cross-district

#10 · Punecell 4900000838

distance 0.335 · cross-district

#11 · Nashikcell 4870006273

distance 0.342 · cross-district

#12 · Yavatmalcell 5000005824

distance 0.342 · cross-district

#13 · Solapurcell 4960004358

distance 0.343 · cross-district

#14 · Nashikcell 4870003763

distance 0.348 · cross-district

#15 · Beedcell 4700004870

distance 0.352 · cross-district

#16 · Nashikcell 4870004504

distance 0.352 · cross-district

#17 · Nashikcell 4870000968

distance 0.353 · cross-district

#18 · Yavatmalcell 5000001908

distance 0.357 · 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":4800000693}}}'

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.