Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002354

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002014

distance 0.155

#2 · Kolhapurcell 4800002078

distance 0.173

#3 · Kolhapurcell 4800002056

distance 0.176

#4 · Kolhapurcell 4800002300

distance 0.177

#5 · Beedcell 4700006496

distance 0.184 · cross-district

#6 · Ahmednagarcell 4660004375

distance 0.189 · cross-district

#7 · Kolhapurcell 4800002130

distance 0.194

#8 · Kolhapurcell 4800001684

distance 0.195

#9 · Hingolicell 4770003741

distance 0.197 · cross-district

#10 · Kolhapurcell 4800002403

distance 0.198

#11 · Beedcell 4700005055

distance 0.2 · cross-district

#12 · Beedcell 4700005214

distance 0.202 · cross-district

#13 · Ahmednagarcell 4660005069

distance 0.204 · cross-district

#14 · Kolhapurcell 4800001318

distance 0.207

#15 · Solapurcell 4960008432

distance 0.211 · cross-district

#16 · Solapurcell 4960009228

distance 0.212 · cross-district

#17 · Kolhapurcell 4800002113

distance 0.213

#18 · Kolhapurcell 4800002025

distance 0.213

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":4800002354}}}'

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.