Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004457

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005567

distance 0.162

#2 · Sataracell 4940008752

distance 0.182 · cross-district

#3 · Kolhapurcell 4800005311

distance 0.221

#4 · Kolhapurcell 4800004286

distance 0.223

#5 · Punecell 4900003905

distance 0.231 · cross-district

#6 · Punecell 4900000571

distance 0.236 · cross-district

#7 · Nashikcell 4870003002

distance 0.237 · cross-district

#8 · Solapurcell 4960002983

distance 0.238 · cross-district

#9 · Kolhapurcell 4800005402

distance 0.246

#10 · Ahmednagarcell 4660014110

distance 0.253 · cross-district

#11 · Kolhapurcell 4800004045

distance 0.253

#12 · Amravaticell 4680003284

distance 0.257 · cross-district

#13 · Sataracell 4940003711

distance 0.258 · cross-district

#14 · Sataracell 4940008685

distance 0.26 · cross-district

#15 · Kolhapurcell 4800003962

distance 0.267

#16 · Sataracell 4940003477

distance 0.267 · cross-district

#17 · Ahmednagarcell 4660014563

distance 0.27 · cross-district

#18 · Akolacell 4670001893

distance 0.271 · 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":4800004457}}}'

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.