Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004791

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

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001181

distance 0.187 · cross-district

#2 · Jalnacell 4790000664

distance 0.202 · cross-district

#3 · Buldhanacell 4720006407

distance 0.202 · cross-district

#4 · Beedcell 4700009047

distance 0.203 · cross-district

#5 · Buldhanacell 4720005607

distance 0.216 · cross-district

#6 · Jalnacell 4790003474

distance 0.216 · cross-district

#7 · Parbhanicell 4890005327

distance 0.219

#8 · Buldhanacell 4720001279

distance 0.222 · cross-district

#9 · Parbhanicell 4890005297

distance 0.223

#10 · Jalnacell 4790003758

distance 0.228 · cross-district

#11 · Parbhanicell 4890002796

distance 0.235

#12 · Washimcell 4990001178

distance 0.236 · cross-district

#13 · Jalnacell 4790001286

distance 0.236 · cross-district

#14 · Dharashivcell 4880001023

distance 0.237 · cross-district

#15 · Buldhanacell 4720004436

distance 0.238 · cross-district

#16 · Akolacell 4670001400

distance 0.239 · cross-district

#17 · Beedcell 4700007610

distance 0.241 · cross-district

#18 · Buldhanacell 4720001050

distance 0.243 · 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":4890004791}}}'

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.