Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003867

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.284

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004637

distance 0.284

#2 · Beedcell 4700009005

distance 0.315 · cross-district

#3 · Beedcell 4700007727

distance 0.342 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690000338

distance 0.35 · cross-district

#5 · Parbhanicell 4890001707

distance 0.364 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690002989

distance 0.372 · cross-district

#7 · Dhulecell 4740005111

distance 0.375 · cross-district

#8 · Sataracell 4940000191

distance 0.379 · cross-district

#9 · Jalgaoncell 4780007538

distance 0.386 · cross-district

#10 · Solapurcell 4960006392

distance 0.391 · cross-district

#11 · Solapurcell 4960001777

distance 0.396 · cross-district

#12 · Kolhapurcell 4800003825

distance 0.397

#13 · Punecell 4900003493

distance 0.4 · cross-district

#14 · Jalgaoncell 4780005887

distance 0.401 · cross-district

#15 · Sataracell 4940000190

distance 0.401 · cross-district

#16 · Kolhapurcell 4800003976

distance 0.403

#17 · Chhatrapati Sambhajinagarcell 4690002482

distance 0.41 · cross-district

#18 · Ahmednagarcell 4660012821

distance 0.414 · 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":4800003867}}}'

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.