Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720005683

The MH-36 locality cells most similar to this Buldhana 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

0.261

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720005756

distance 0.261

#2 · Washimcell 4990003890

distance 0.325 · cross-district

#3 · Solapurcell 4960003072

distance 0.34 · cross-district

#4 · Amravaticell 4680005747

distance 0.359 · cross-district

#5 · Jalgaoncell 4780000455

distance 0.363 · cross-district

#6 · Nagpurcell 4840005160

distance 0.369 · cross-district

#7 · Beedcell 4700001187

distance 0.381 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690006586

distance 0.386 · cross-district

#9 · Jalgaoncell 4780001795

distance 0.397 · cross-district

#10 · Jalgaoncell 4780008693

distance 0.405 · cross-district

#11 · Jalgaoncell 4780000419

distance 0.41 · cross-district

#12 · Beedcell 4700003116

distance 0.411 · cross-district

#13 · Buldhanacell 4720004386

distance 0.425

#14 · Akolacell 4670002342

distance 0.427 · cross-district

#15 · Amravaticell 4680002336

distance 0.429 · cross-district

#16 · Amravaticell 4680004696

distance 0.438 · cross-district

#17 · Nagpurcell 4840006571

distance 0.448 · cross-district

#18 · Amravaticell 4680005509

distance 0.448 · 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":472,"cluster_id":4720005683}}}'

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.