Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000021

The MH-36 locality cells most similar to this Sangli 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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004718

distance 0.185 · cross-district

#2 · Kolhapurcell 4800004808

distance 0.213 · cross-district

#3 · Sanglicell 4930000112

distance 0.214

#4 · Sanglicell 4930000022

distance 0.272

#5 · Kolhapurcell 4800004212

distance 0.293 · cross-district

#6 · Kolhapurcell 4800004894

distance 0.303 · cross-district

#7 · Ahmednagarcell 4660003747

distance 0.326 · cross-district

#8 · Punecell 4900002660

distance 0.329 · cross-district

#9 · Kolhapurcell 4800004722

distance 0.332 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690003169

distance 0.334 · cross-district

#11 · Kolhapurcell 4800004632

distance 0.338 · cross-district

#12 · Kolhapurcell 4800003824

distance 0.342 · cross-district

#13 · Laturcell 4810004911

distance 0.349 · cross-district

#14 · Ahmednagarcell 4660003746

distance 0.35 · cross-district

#15 · Kolhapurcell 4800004809

distance 0.365 · cross-district

#16 · Kolhapurcell 4800003821

distance 0.367 · cross-district

#17 · Kolhapurcell 4800003680

distance 0.368 · cross-district

#18 · Jalgaoncell 4780007253

distance 0.369 · cross-district

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":493,"cluster_id":4930000021}}}'

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.