Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003663

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

0.255

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660000011

distance 0.255 · cross-district

#2 · Kolhapurcell 4800002628

distance 0.27

#3 · Dharashivcell 4880000705

distance 0.282 · cross-district

#4 · Ahmednagarcell 4660014526

distance 0.287 · cross-district

#5 · Ahmednagarcell 4660014249

distance 0.289 · cross-district

#6 · Solapurcell 4960008390

distance 0.289 · cross-district

#7 · Ahmednagarcell 4660013990

distance 0.293 · cross-district

#8 · Nashikcell 4870002754

distance 0.296 · cross-district

#9 · Punecell 4900003229

distance 0.297 · cross-district

#10 · Kolhapurcell 4800002679

distance 0.309

#11 · Sataracell 4940001484

distance 0.309 · cross-district

#12 · Ahmednagarcell 4660014028

distance 0.31 · cross-district

#13 · Dharashivcell 4880002622

distance 0.31 · cross-district

#14 · Sataracell 4940007913

distance 0.312 · cross-district

#15 · Ahmednagarcell 4660003122

distance 0.313 · cross-district

#16 · Ahmednagarcell 4660014032

distance 0.314 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001924

distance 0.315 · cross-district

#18 · Laturcell 4810004395

distance 0.318 · 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":4800003663}}}'

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.