Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004280

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

0.266

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004201

distance 0.266

#2 · Kolhapurcell 4800004281

distance 0.289

#3 · Solapurcell 4960011456

distance 0.303 · cross-district

#4 · Solapurcell 4960008685

distance 0.304 · cross-district

#5 · Solapurcell 4960012159

distance 0.313 · cross-district

#6 · Punecell 4900000391

distance 0.317 · cross-district

#7 · Punecell 4900000036

distance 0.32 · cross-district

#8 · Kolhapurcell 4800003488

distance 0.327

#9 · Ahmednagarcell 4660002561

distance 0.329 · cross-district

#10 · Kolhapurcell 4800004051

distance 0.33

#11 · Kolhapurcell 4800003675

distance 0.332

#12 · Jalgaoncell 4780009076

distance 0.334 · cross-district

#13 · Jalgaoncell 4780007545

distance 0.336 · cross-district

#14 · Sataracell 4940000710

distance 0.337 · cross-district

#15 · Solapurcell 4960008372

distance 0.337 · cross-district

#16 · Jalgaoncell 4780008213

distance 0.339 · cross-district

#17 · Punecell 4900001004

distance 0.339 · cross-district

#18 · Sanglicell 4930000334

distance 0.339 · 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":4800004280}}}'

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.