Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006389

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.252

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006179

distance 0.252

#2 · Kolhapurcell 4800006323

distance 0.256

#3 · Kolhapurcell 4800005927

distance 0.301

#4 · Sataracell 4940002483

distance 0.308 · cross-district

#5 · Kolhapurcell 4800006206

distance 0.326

#6 · Kolhapurcell 4800006413

distance 0.335

#7 · Sanglicell 4930004489

distance 0.344 · cross-district

#8 · Kolhapurcell 4800005806

distance 0.347

#9 · Kolhapurcell 4800005336

distance 0.348

#10 · Kolhapurcell 4800005928

distance 0.352

#11 · Sataracell 4940000455

distance 0.354 · cross-district

#12 · Sataracell 4940000630

distance 0.358 · cross-district

#13 · Kolhapurcell 4800005418

distance 0.358

#14 · Kolhapurcell 4800006377

distance 0.362

#15 · Kolhapurcell 4800006257

distance 0.363

#16 · Sataracell 4940005581

distance 0.363 · cross-district

#17 · Kolhapurcell 4800005947

distance 0.368

#18 · Kolhapurcell 4800003847

distance 0.37

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":4800006389}}}'

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.