Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005780

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.281

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780000623

distance 0.281 · cross-district

#2 · Kolhapurcell 4800005708

distance 0.303

#3 · Kolhapurcell 4800004849

distance 0.319

#4 · Kolhapurcell 4800005844

distance 0.324

#5 · Sanglicell 4930000700

distance 0.327 · cross-district

#6 · Kolhapurcell 4800004017

distance 0.334

#7 · Laturcell 4810004507

distance 0.337 · cross-district

#8 · Jalgaoncell 4780003559

distance 0.338 · cross-district

#9 · Nagpurcell 4840008249

distance 0.339 · cross-district

#10 · Ahmednagarcell 4660012666

distance 0.344 · cross-district

#11 · Dhulecell 4740002227

distance 0.35 · cross-district

#12 · Nagpurcell 4840005592

distance 0.352 · cross-district

#13 · Sanglicell 4930003389

distance 0.352 · cross-district

#14 · Sataracell 4940000148

distance 0.355 · cross-district

#15 · Kolhapurcell 4800004503

distance 0.356

#16 · Gadchirolicell 4750011633

distance 0.362 · cross-district

#17 · Sanglicell 4930001692

distance 0.364 · cross-district

#18 · Kolhapurcell 4800005547

distance 0.367

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":4800005780}}}'

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.