Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005708

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.23

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004677

distance 0.23

#2 · Kolhapurcell 4800005780

distance 0.303

#3 · Sanglicell 4930003389

distance 0.317 · cross-district

#4 · Kolhapurcell 4800005837

distance 0.329

#5 · Laturcell 4810004507

distance 0.342 · cross-district

#6 · Jalgaoncell 4780000623

distance 0.344 · cross-district

#7 · Jalgaoncell 4780001353

distance 0.349 · cross-district

#8 · Sanglicell 4930003912

distance 0.362 · cross-district

#9 · Kolhapurcell 4800005843

distance 0.367

#10 · Kolhapurcell 4800005111

distance 0.371

#11 · Dhulecell 4740002227

distance 0.382 · cross-district

#12 · Kolhapurcell 4800004935

distance 0.385

#13 · Ahmednagarcell 4660012799

distance 0.387 · cross-district

#14 · Kolhapurcell 4800004345

distance 0.388

#15 · Nagpurcell 4840003443

distance 0.388 · cross-district

#16 · Wardhacell 4980002813

distance 0.392 · cross-district

#17 · Ahmednagarcell 4660013368

distance 0.394 · cross-district

#18 · Kolhapurcell 4800004943

distance 0.396

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":4800005708}}}'

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.