Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004779

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670000126

distance 0.221 · cross-district

#2 · Akolacell 4670000125

distance 0.224 · cross-district

#3 · Hingolicell 4770002551

distance 0.229 · cross-district

#4 · Akolacell 4670000180

distance 0.233 · cross-district

#5 · Parbhanicell 4890004345

distance 0.242

#6 · Parbhanicell 4890004310

distance 0.244

#7 · Parbhanicell 4890004687

distance 0.247

#8 · Wardhacell 4980005084

distance 0.249 · cross-district

#9 · Akolacell 4670000500

distance 0.249 · cross-district

#10 · Jalnacell 4790002900

distance 0.251 · cross-district

#11 · Akolacell 4670000238

distance 0.254 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690001286

distance 0.257 · cross-district

#13 · Amravaticell 4680009866

distance 0.26 · cross-district

#14 · Parbhanicell 4890004717

distance 0.261

#15 · Amravaticell 4680002542

distance 0.261 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690001367

distance 0.262 · cross-district

#17 · Parbhanicell 4890004758

distance 0.262

#18 · Parbhanicell 4890004733

distance 0.263

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":4890004779}}}'

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.