Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000696

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.261

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000921

distance 0.261

#2 · Ahmednagarcell 4660002191

distance 0.278 · cross-district

#3 · Sataracell 4940000933

distance 0.279 · cross-district

#4 · Beedcell 4700005370

distance 0.279 · cross-district

#5 · Kolhapurcell 4800000697

distance 0.285

#6 · Nashikcell 4870004353

distance 0.285 · cross-district

#7 · Kolhapurcell 4800002963

distance 0.286

#8 · Beedcell 4700004876

distance 0.296 · cross-district

#9 · Punecell 4900001756

distance 0.301 · cross-district

#10 · Yavatmalcell 5000001664

distance 0.303 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690003071

distance 0.303 · cross-district

#12 · Beedcell 4700002453

distance 0.304 · cross-district

#13 · Parbhanicell 4890002801

distance 0.305 · cross-district

#14 · Dharashivcell 4880006366

distance 0.306 · cross-district

#15 · Beedcell 4700002971

distance 0.308 · cross-district

#16 · Solapurcell 4960009955

distance 0.311 · cross-district

#17 · Beedcell 4700007018

distance 0.313 · cross-district

#18 · Sataracell 4940001152

distance 0.315 · 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":4800000696}}}'

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.