Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002054

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.336

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006073

distance 0.336 · cross-district

#2 · Solapurcell 4960011819

distance 0.347 · cross-district

#3 · Ahmednagarcell 4660004372

distance 0.353 · cross-district

#4 · Sanglicell 4930003049

distance 0.353 · cross-district

#5 · Kolhapurcell 4800001834

distance 0.355

#6 · Ahmednagarcell 4660005285

distance 0.357 · cross-district

#7 · Beedcell 4700009046

distance 0.364 · cross-district

#8 · Jalgaoncell 4780006685

distance 0.371 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000863

distance 0.374 · cross-district

#10 · Ahmednagarcell 4660005284

distance 0.375 · cross-district

#11 · Beedcell 4700003500

distance 0.375 · cross-district

#12 · Beedcell 4700003501

distance 0.379 · cross-district

#13 · Kolhapurcell 4800003615

distance 0.384

#14 · Solapurcell 4960009936

distance 0.385 · cross-district

#15 · Ahmednagarcell 4660009646

distance 0.387 · cross-district

#16 · Kolhapurcell 4800000593

distance 0.388

#17 · Kolhapurcell 4800002000

distance 0.389

#18 · Sanglicell 4930006544

distance 0.393 · 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":4800002054}}}'

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.