Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004895

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

0.255

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004635

distance 0.255

#2 · Kolhapurcell 4800004636

distance 0.261

#3 · Punecell 4900002809

distance 0.331 · cross-district

#4 · Kolhapurcell 4800004811

distance 0.343

#5 · Punecell 4900001906

distance 0.349 · cross-district

#6 · Kolhapurcell 4800004810

distance 0.354

#7 · Kolhapurcell 4800003898

distance 0.361

#8 · Kolhapurcell 4800004896

distance 0.385

#9 · Nandedcell 4850004071

distance 0.393 · cross-district

#10 · Kolhapurcell 4800004633

distance 0.398

#11 · Ahmednagarcell 4660004252

distance 0.403 · cross-district

#12 · Kolhapurcell 4800005321

distance 0.405

#13 · Washimcell 4990002942

distance 0.407 · cross-district

#14 · Jalgaoncell 4780007369

distance 0.409 · cross-district

#15 · Nandedcell 4850004414

distance 0.411 · cross-district

#16 · Punecell 4900002664

distance 0.416 · cross-district

#17 · Kolhapurcell 4800003825

distance 0.423

#18 · Kolhapurcell 4800005320

distance 0.424

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":4800004895}}}'

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.