Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001442

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000801

distance 0.174

#2 · Buldhanacell 4720003052

distance 0.224 · cross-district

#3 · Nandedcell 4850008604

distance 0.244 · cross-district

#4 · Ahmednagarcell 4660002095

distance 0.244 · cross-district

#5 · Parbhanicell 4890000575

distance 0.249

#6 · Nandedcell 4850009031

distance 0.254 · cross-district

#7 · Nandedcell 4850004101

distance 0.255 · cross-district

#8 · Ahmednagarcell 4660007848

distance 0.261 · cross-district

#9 · Nandedcell 4850008937

distance 0.263 · cross-district

#10 · Parbhanicell 4890003328

distance 0.264

#11 · Ahmednagarcell 4660007242

distance 0.269 · cross-district

#12 · Jalgaoncell 4780001411

distance 0.271 · cross-district

#13 · Yavatmalcell 5000006279

distance 0.272 · cross-district

#14 · Buldhanacell 4720002663

distance 0.272 · cross-district

#15 · Nandedcell 4850008420

distance 0.273 · cross-district

#16 · Jalnacell 4790003318

distance 0.274 · cross-district

#17 · Beedcell 4700008212

distance 0.277 · cross-district

#18 · Beedcell 4700008868

distance 0.284 · 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":4890001442}}}'

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.