Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001829

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.245

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960004478

distance 0.245 · cross-district

#2 · Washimcell 4990003610

distance 0.25 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690000796

distance 0.251 · cross-district

#4 · Jalgaoncell 4780003932

distance 0.257 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690000801

distance 0.261 · cross-district

#6 · Wardhacell 4980005403

distance 0.264 · cross-district

#7 · Hingolicell 4770003051

distance 0.265 · cross-district

#8 · Dharashivcell 4880001036

distance 0.265 · cross-district

#9 · Yavatmalcell 5000001276

distance 0.273 · cross-district

#10 · Jalgaoncell 4780005000

distance 0.277 · cross-district

#11 · Hingolicell 4770002607

distance 0.277 · cross-district

#12 · Jalgaoncell 4780004617

distance 0.277 · cross-district

#13 · Ahmednagarcell 4660002433

distance 0.278 · cross-district

#14 · Dharashivcell 4880000946

distance 0.28 · cross-district

#15 · Sataracell 4940003713

distance 0.28 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690001970

distance 0.28 · cross-district

#17 · Akolacell 4670003201

distance 0.281 · cross-district

#18 · Wardhacell 4980005475

distance 0.282 · 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":4800001829}}}'

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.