Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002628

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

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003721

distance 0.244 · cross-district

#2 · Sataracell 4940007913

distance 0.257 · cross-district

#3 · Kolhapurcell 4800003663

distance 0.27

#4 · Ahmednagarcell 4660014448

distance 0.28 · cross-district

#5 · Sataracell 4940001484

distance 0.282 · cross-district

#6 · Washimcell 4990001843

distance 0.284 · cross-district

#7 · Dharashivcell 4880006293

distance 0.286 · cross-district

#8 · Beedcell 4700005234

distance 0.287 · cross-district

#9 · Beedcell 4700005087

distance 0.291 · cross-district

#10 · Sataracell 4940007506

distance 0.297 · cross-district

#11 · Kolhapurcell 4800000735

distance 0.297

#12 · Washimcell 4990002040

distance 0.297 · cross-district

#13 · Ahmednagarcell 4660014088

distance 0.298 · cross-district

#14 · Solapurcell 4960005309

distance 0.302 · cross-district

#15 · Ahmednagarcell 4660013997

distance 0.304 · cross-district

#16 · Ahmednagarcell 4660013998

distance 0.304 · cross-district

#17 · Solapurcell 4960008878

distance 0.305 · cross-district

#18 · Solapurcell 4960004256

distance 0.307 · 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":4800002628}}}'

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.