Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004951

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.276

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960003262

distance 0.276 · cross-district

#2 · Solapurcell 4960001651

distance 0.296 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690006850

distance 0.338 · cross-district

#4 · Bhandaracell 4710002436

distance 0.345 · cross-district

#5 · Solapurcell 4960002973

distance 0.345 · cross-district

#6 · Solapurcell 4960001418

distance 0.355 · cross-district

#7 · Solapurcell 4960003108

distance 0.367 · cross-district

#8 · Solapurcell 4960003394

distance 0.368 · cross-district

#9 · Solapurcell 4960003392

distance 0.368 · cross-district

#10 · Solapurcell 4960002286

distance 0.373 · cross-district

#11 · Yavatmalcell 5000011383

distance 0.375 · cross-district

#12 · Buldhanacell 4720007196

distance 0.377 · cross-district

#13 · Solapurcell 4960003111

distance 0.384 · cross-district

#14 · Nashikcell 4870006730

distance 0.391 · cross-district

#15 · Solapurcell 4960000991

distance 0.395 · cross-district

#16 · Nashikcell 4870010661

distance 0.396 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690006691

distance 0.401 · cross-district

#18 · Solapurcell 4960003528

distance 0.402 · 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":4890004951}}}'

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.