Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004545

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 8 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.226

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003949

distance 0.226

#2 · Solapurcell 4960002296

distance 0.23 · cross-district

#3 · Parbhanicell 4890000845

distance 0.23

#4 · Buldhanacell 4720004726

distance 0.241 · cross-district

#5 · Amravaticell 4680004693

distance 0.247 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690005993

distance 0.248 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690007318

distance 0.256 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690007307

distance 0.257 · cross-district

#9 · Buldhanacell 4720007195

distance 0.257 · cross-district

#10 · Jalnacell 4790001074

distance 0.266 · cross-district

#11 · Parbhanicell 4890004144

distance 0.268

#12 · Solapurcell 4960004244

distance 0.268 · cross-district

#13 · Hingolicell 4770000684

distance 0.273 · cross-district

#14 · Hingolicell 4770000279

distance 0.273 · cross-district

#15 · Amravaticell 4680003831

distance 0.274 · cross-district

#16 · Jalnacell 4790002643

distance 0.274 · cross-district

#17 · Beedcell 4700004484

distance 0.277 · cross-district

#18 · Parbhanicell 4890004011

distance 0.281

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":4890004545}}}'

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.