Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004283

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.255

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003312

distance 0.255

#2 · Buldhanacell 4720001580

distance 0.29 · cross-district

#3 · Jalnacell 4790002677

distance 0.323 · cross-district

#4 · Parbhanicell 4890004900

distance 0.332

#5 · Buldhanacell 4720001058

distance 0.342 · cross-district

#6 · Jalnacell 4790003234

distance 0.351 · cross-district

#7 · Parbhanicell 4890003125

distance 0.352

#8 · Beedcell 4700004998

distance 0.355 · cross-district

#9 · Jalnacell 4790001270

distance 0.358 · cross-district

#10 · Jalnacell 4790003573

distance 0.362 · cross-district

#11 · Ahmednagarcell 4660009765

distance 0.364 · cross-district

#12 · Nagpurcell 4840003685

distance 0.367 · cross-district

#13 · Parbhanicell 4890004173

distance 0.367

#14 · Chhatrapati Sambhajinagarcell 4690007254

distance 0.368 · cross-district

#15 · Solapurcell 4960007482

distance 0.369 · cross-district

#16 · Solapurcell 4960007223

distance 0.37 · cross-district

#17 · Hingolicell 4770003703

distance 0.373 · cross-district

#18 · Parbhanicell 4890002636

distance 0.375

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":4890004283}}}'

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.