Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004519

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.254

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000817

distance 0.254 · cross-district

#2 · Ahmednagarcell 4660010280

distance 0.304 · cross-district

#3 · Sanglicell 4930000123

distance 0.316 · cross-district

#4 · Sanglicell 4930002226

distance 0.321 · cross-district

#5 · Kolhapurcell 4800004600

distance 0.334

#6 · Kolhapurcell 4800004017

distance 0.337

#7 · Wardhacell 4980000985

distance 0.34 · cross-district

#8 · Jalnacell 4790005669

distance 0.341 · cross-district

#9 · Washimcell 4990001106

distance 0.343 · cross-district

#10 · Kolhapurcell 4800003804

distance 0.346

#11 · Sanglicell 4930000169

distance 0.347 · cross-district

#12 · Sanglicell 4930004532

distance 0.355 · cross-district

#13 · Buldhanacell 4720002758

distance 0.355 · cross-district

#14 · Nandedcell 4850004115

distance 0.356 · cross-district

#15 · Kolhapurcell 4800004592

distance 0.358

#16 · Nagpurcell 4840001292

distance 0.359 · cross-district

#17 · Sanglicell 4930000224

distance 0.368 · cross-district

#18 · Kolhapurcell 4800004095

distance 0.368

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":4800004519}}}'

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.