Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002124

The MH-36 locality cells most similar to this Parbhani 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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.315

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002030

distance 0.315 · cross-district

#2 · Nagpurcell 4840002512

distance 0.333 · cross-district

#3 · Jalgaoncell 4780005950

distance 0.365 · cross-district

#4 · Chandrapurcell 4730004324

distance 0.365 · cross-district

#5 · Akolacell 4670003034

distance 0.388 · cross-district

#6 · Yavatmalcell 5000010202

distance 0.396 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690002587

distance 0.403 · cross-district

#8 · Ahmednagarcell 4660005354

distance 0.408 · cross-district

#9 · Akolacell 4670002231

distance 0.412 · cross-district

#10 · Chandrapurcell 4730004226

distance 0.412 · cross-district

#11 · Nandedcell 4850003855

distance 0.416 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000985

distance 0.417 · cross-district

#13 · Akolacell 4670002307

distance 0.422 · cross-district

#14 · Akolacell 4670003416

distance 0.423 · cross-district

#15 · Kolhapurcell 4800004245

distance 0.428 · cross-district

#16 · Amravaticell 4680002887

distance 0.431 · cross-district

#17 · Laturcell 4810001931

distance 0.435 · cross-district

#18 · Laturcell 4810001591

distance 0.438 · 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":489,"cluster_id":4890002124}}}'

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.