Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004518

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004432

distance 0.143

#2 · Kolhapurcell 4800004517

distance 0.184

#3 · Dharashivcell 4880000424

distance 0.189 · cross-district

#4 · Kolhapurcell 4800004429

distance 0.192

#5 · Ahmednagarcell 4660009642

distance 0.195 · cross-district

#6 · Dharashivcell 4880000420

distance 0.198 · cross-district

#7 · Kolhapurcell 4800004689

distance 0.201

#8 · Kolhapurcell 4800005759

distance 0.202

#9 · Solapurcell 4960005086

distance 0.204 · cross-district

#10 · Jalnacell 4790004135

distance 0.205 · cross-district

#11 · Nandedcell 4850000628

distance 0.207 · cross-district

#12 · Solapurcell 4960006079

distance 0.21 · cross-district

#13 · Laturcell 4810001565

distance 0.213 · cross-district

#14 · Dharashivcell 4880000643

distance 0.213 · cross-district

#15 · Beedcell 4700008264

distance 0.213 · cross-district

#16 · Kolhapurcell 4800004431

distance 0.214

#17 · Beedcell 4700000184

distance 0.216 · cross-district

#18 · Dharashivcell 4880000053

distance 0.216 · 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":4800004518}}}'

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.