Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000930

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000872

distance 0.149

#2 · Jalgaoncell 4780001286

distance 0.216 · cross-district

#3 · Parbhanicell 4890001109

distance 0.218

#4 · Parbhanicell 4890001175

distance 0.236

#5 · Jalgaoncell 4780001893

distance 0.241 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690007600

distance 0.253 · cross-district

#7 · Parbhanicell 4890001163

distance 0.259

#8 · Parbhanicell 4890000299

distance 0.26

#9 · Parbhanicell 4890000080

distance 0.262

#10 · Jalgaoncell 4780002603

distance 0.269 · cross-district

#11 · Parbhanicell 4890001170

distance 0.271

#12 · Parbhanicell 4890000592

distance 0.272

#13 · Chhatrapati Sambhajinagarcell 4690008275

distance 0.273 · cross-district

#14 · Jalgaoncell 4780003778

distance 0.279 · cross-district

#15 · Laturcell 4810006009

distance 0.282 · cross-district

#16 · Ahmednagarcell 4660006316

distance 0.286 · cross-district

#17 · Laturcell 4810005607

distance 0.286 · cross-district

#18 · Jalgaoncell 4780001203

distance 0.289 · 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":4890000930}}}'

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.