Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001872

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003683

distance 0.212 · cross-district

#2 · Parbhanicell 4890002947

distance 0.223

#3 · Parbhanicell 4890002687

distance 0.239

#4 · Jalgaoncell 4780004396

distance 0.239 · cross-district

#5 · Hingolicell 4770001518

distance 0.249 · cross-district

#6 · Parbhanicell 4890003789

distance 0.249

#7 · Ahmednagarcell 4660012220

distance 0.253 · cross-district

#8 · Chandrapurcell 4730000667

distance 0.255 · cross-district

#9 · Parbhanicell 4890002946

distance 0.258

#10 · Hingolicell 4770000165

distance 0.26 · cross-district

#11 · Hingolicell 4770001226

distance 0.263 · cross-district

#12 · Dharashivcell 4880000315

distance 0.263 · cross-district

#13 · Beedcell 4700004783

distance 0.267 · cross-district

#14 · Parbhanicell 4890004944

distance 0.27

#15 · Chhatrapati Sambhajinagarcell 4690002419

distance 0.273 · cross-district

#16 · Hingolicell 4770001532

distance 0.274 · cross-district

#17 · Amravaticell 4680003488

distance 0.274 · cross-district

#18 · Parbhanicell 4890001697

distance 0.275

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":4890001872}}}'

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.