Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005146

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005145

distance 0.175

#2 · Kolhapurcell 4800004283

distance 0.209

#3 · Kolhapurcell 4800004365

distance 0.271

#4 · Kolhapurcell 4800005561

distance 0.276

#5 · Jalgaoncell 4780007487

distance 0.281 · cross-district

#6 · Sanglicell 4930004495

distance 0.3 · cross-district

#7 · Solapurcell 4960009180

distance 0.303 · cross-district

#8 · Punecell 4900000014

distance 0.305 · cross-district

#9 · Kolhapurcell 4800003748

distance 0.306

#10 · Sanglicell 4930004195

distance 0.307 · cross-district

#11 · Kolhapurcell 4800005212

distance 0.31

#12 · Kolhapurcell 4800005319

distance 0.318

#13 · Kolhapurcell 4800003891

distance 0.319

#14 · Sanglicell 4930007168

distance 0.32 · cross-district

#15 · Punecell 4900000572

distance 0.322 · cross-district

#16 · Sataracell 4940008748

distance 0.322 · cross-district

#17 · Kolhapurcell 4800004974

distance 0.322

#18 · Punecell 4900000103

distance 0.324 · 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":4800005146}}}'

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.