Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003691

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002814

distance 0.16

#2 · Kolhapurcell 4800002750

distance 0.222

#3 · Kolhapurcell 4800003340

distance 0.249

#4 · Ratnagiricell 4920003495

distance 0.312 · cross-district

#5 · Kolhapurcell 4800002614

distance 0.326

#6 · Kolhapurcell 4800003632

distance 0.347

#7 · Ratnagiricell 4920001159

distance 0.348 · cross-district

#8 · Kolhapurcell 4800004572

distance 0.357

#9 · Kolhapurcell 4800005332

distance 0.363

#10 · Kolhapurcell 4800003633

distance 0.363

#11 · Kolhapurcell 4800005249

distance 0.366

#12 · Kolhapurcell 4800004734

distance 0.367

#13 · Palgharcell 6650002374

distance 0.37 · cross-district

#14 · Kolhapurcell 4800002942

distance 0.375

#15 · Kolhapurcell 4800006095

distance 0.375

#16 · Kolhapurcell 4800004079

distance 0.376

#17 · Kolhapurcell 4800003692

distance 0.377

#18 · Kolhapurcell 4800003187

distance 0.379

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":4800003691}}}'

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.