Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003603

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.254

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002490

distance 0.254 · cross-district

#2 · Kolhapurcell 4800003414

distance 0.281

#3 · Kolhapurcell 4800002725

distance 0.284

#4 · Kolhapurcell 4800003661

distance 0.285

#5 · Kolhapurcell 4800003777

distance 0.293

#6 · Kolhapurcell 4800004371

distance 0.294

#7 · Punecell 4900002353

distance 0.307 · cross-district

#8 · Kolhapurcell 4800004772

distance 0.311

#9 · Kolhapurcell 4800003478

distance 0.311

#10 · Kolhapurcell 4800004609

distance 0.312

#11 · Nashikcell 4870003827

distance 0.316 · cross-district

#12 · Kolhapurcell 4800004778

distance 0.317

#13 · Sataracell 4940003747

distance 0.319 · cross-district

#14 · Sanglicell 4930002200

distance 0.32 · cross-district

#15 · Sataracell 4940002500

distance 0.325 · cross-district

#16 · Solapurcell 4960007685

distance 0.326 · cross-district

#17 · Kolhapurcell 4800004801

distance 0.334

#18 · Amravaticell 4680003786

distance 0.334 · 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":4800003603}}}'

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.