Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004439

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002838

distance 0.228 · cross-district

#2 · Sanglicell 4930003190

distance 0.266 · cross-district

#3 · Kolhapurcell 4800004356

distance 0.269

#4 · Sanglicell 4930003538

distance 0.276 · cross-district

#5 · Sataracell 4940008441

distance 0.285 · cross-district

#6 · Kolhapurcell 4800004702

distance 0.295

#7 · Ahmednagarcell 4660012457

distance 0.306 · cross-district

#8 · Kolhapurcell 4800004699

distance 0.327

#9 · Sataracell 4940003411

distance 0.328 · cross-district

#10 · Solapurcell 4960009488

distance 0.33 · cross-district

#11 · Kolhapurcell 4800005139

distance 0.331

#12 · Buldhanacell 4720005755

distance 0.339 · cross-district

#13 · Ahmednagarcell 4660005918

distance 0.342 · cross-district

#14 · Sanglicell 4930000287

distance 0.343 · cross-district

#15 · Kolhapurcell 4800003880

distance 0.343

#16 · Sanglicell 4930005309

distance 0.344 · cross-district

#17 · Ahmednagarcell 4660004942

distance 0.344 · cross-district

#18 · Ahmednagarcell 4660005928

distance 0.348 · 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":4800004439}}}'

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.