Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002842

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 8 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.388

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004442

distance 0.388 · cross-district

#2 · Buldhanacell 4720004385

distance 0.389 · cross-district

#3 · Jalgaoncell 4780006139

distance 0.397 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690003503

distance 0.4 · cross-district

#5 · Amravaticell 4680002059

distance 0.41 · cross-district

#6 · Amravaticell 4680002785

distance 0.424 · cross-district

#7 · Amravaticell 4680002171

distance 0.432 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690006586

distance 0.44 · cross-district

#9 · Beedcell 4700003115

distance 0.442 · cross-district

#10 · Jalgaoncell 4780008692

distance 0.446 · cross-district

#11 · Jalgaoncell 4780005610

distance 0.451 · cross-district

#12 · Nagpurcell 4840003762

distance 0.454 · cross-district

#13 · Amravaticell 4680002584

distance 0.455 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690003200

distance 0.455 · cross-district

#15 · Amravaticell 4680002170

distance 0.46 · cross-district

#16 · Nashikcell 4870011307

distance 0.463 · cross-district

#17 · Beedcell 4700005552

distance 0.469 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690002792

distance 0.471 · 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":4930002842}}}'

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.