Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005439

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

0.379

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005357

distance 0.379

#2 · Kolhapurcell 4800005358

distance 0.409

#3 · Kolhapurcell 4800004226

distance 0.421

#4 · Nashikcell 4870010505

distance 0.426 · cross-district

#5 · Kolhapurcell 4800004912

distance 0.43

#6 · Kolhapurcell 4800005440

distance 0.448

#7 · Kolhapurcell 4800006078

distance 0.463

#8 · Punecell 4900012337

distance 0.469 · cross-district

#9 · Kolhapurcell 4800004575

distance 0.485

#10 · Punecell 4900012409

distance 0.489 · cross-district

#11 · Nashikcell 4870000794

distance 0.495 · cross-district

#12 · Punecell 4900012481

distance 0.501 · cross-district

#13 · Punecell 4900013103

distance 0.507 · cross-district

#14 · Nandurbarcell 4860000421

distance 0.508 · cross-district

#15 · Sataracell 4940002950

distance 0.516 · cross-district

#16 · Punecell 4900001314

distance 0.52 · cross-district

#17 · Sataracell 4940008215

distance 0.52 · cross-district

#18 · Ratnagiricell 4920000516

distance 0.527 · 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":4800005439}}}'

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.