Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005015

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

0.226

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840006330

distance 0.226 · cross-district

#2 · Parbhanicell 4890005448

distance 0.286

#3 · Bhandaracell 4710002731

distance 0.297 · cross-district

#4 · Jalgaoncell 4780006695

distance 0.302 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690007174

distance 0.305 · cross-district

#6 · Sanglicell 4930007141

distance 0.311 · cross-district

#7 · Bhandaracell 4710002250

distance 0.319 · cross-district

#8 · Nagpurcell 4840004557

distance 0.327 · cross-district

#9 · Chandrapurcell 4730000362

distance 0.339 · cross-district

#10 · Gondiacell 4760001901

distance 0.342 · cross-district

#11 · Buldhanacell 4720004197

distance 0.344 · cross-district

#12 · Nagpurcell 4840005939

distance 0.346 · cross-district

#13 · Beedcell 4700005787

distance 0.35 · cross-district

#14 · Solapurcell 4960004714

distance 0.351 · cross-district

#15 · Jalgaoncell 4780005214

distance 0.352 · cross-district

#16 · Buldhanacell 4720003156

distance 0.355 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690007238

distance 0.357 · cross-district

#18 · Beedcell 4700009010

distance 0.357 · 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":4890005015}}}'

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.