Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004805

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790002422

distance 0.211 · cross-district

#2 · Parbhanicell 4890004931

distance 0.22

#3 · Buldhanacell 4720006620

distance 0.227 · cross-district

#4 · Nagpurcell 4840006788

distance 0.232 · cross-district

#5 · Amravaticell 4680003570

distance 0.238 · cross-district

#6 · Buldhanacell 4720003485

distance 0.24 · cross-district

#7 · Bhandaracell 4710002490

distance 0.243 · cross-district

#8 · Jalgaoncell 4780006094

distance 0.249 · cross-district

#9 · Jalgaoncell 4780004978

distance 0.25 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690001593

distance 0.258 · cross-district

#11 · Washimcell 4990000133

distance 0.259 · cross-district

#12 · Akolacell 4670004051

distance 0.27 · cross-district

#13 · Amravaticell 4680001206

distance 0.272 · cross-district

#14 · Solapurcell 4960005157

distance 0.274 · cross-district

#15 · Akolacell 4670003815

distance 0.275 · cross-district

#16 · Solapurcell 4960010254

distance 0.277 · cross-district

#17 · Dharashivcell 4880003024

distance 0.28 · cross-district

#18 · Dharashivcell 4880000247

distance 0.28 · 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":4890004805}}}'

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.