Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003719

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.275

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002683

distance 0.275

#2 · Kolhapurcell 4800006283

distance 0.295

#3 · Kolhapurcell 4800003136

distance 0.3

#4 · Sataracell 4940002836

distance 0.303 · cross-district

#5 · Solapurcell 4960011983

distance 0.306 · cross-district

#6 · Washimcell 4990002204

distance 0.307 · cross-district

#7 · Punecell 4900001330

distance 0.308 · cross-district

#8 · Nandedcell 4850004222

distance 0.308 · cross-district

#9 · Ahmednagarcell 4660001330

distance 0.314 · cross-district

#10 · Solapurcell 4960012134

distance 0.317 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690001214

distance 0.32 · cross-district

#12 · Sanglicell 4930001548

distance 0.323 · cross-district

#13 · Punecell 4900001876

distance 0.323 · cross-district

#14 · Sataracell 4940002495

distance 0.329 · cross-district

#15 · Ahmednagarcell 4660001392

distance 0.33 · cross-district

#16 · Nandedcell 4850004075

distance 0.332 · cross-district

#17 · Kolhapurcell 4800005871

distance 0.336

#18 · Solapurcell 4960005695

distance 0.338 · 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":4800003719}}}'

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.