Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001243

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.269

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008969

distance 0.269 · cross-district

#2 · Nandedcell 4850004797

distance 0.27 · cross-district

#3 · Jalnacell 4790000028

distance 0.28 · cross-district

#4 · Parbhanicell 4890001537

distance 0.28

#5 · Parbhanicell 4890000984

distance 0.28

#6 · Parbhanicell 4890001557

distance 0.311

#7 · Parbhanicell 4890001318

distance 0.319

#8 · Nandedcell 4850002621

distance 0.319 · cross-district

#9 · Parbhanicell 4890001244

distance 0.321

#10 · Nandedcell 4850007107

distance 0.328 · cross-district

#11 · Parbhanicell 4890001461

distance 0.33

#12 · Beedcell 4700004819

distance 0.335 · cross-district

#13 · Jalnacell 4790000036

distance 0.344 · cross-district

#14 · Beedcell 4700009042

distance 0.349 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690007720

distance 0.35 · cross-district

#16 · Jalnacell 4790001297

distance 0.357 · cross-district

#17 · Parbhanicell 4890000811

distance 0.36

#18 · Parbhanicell 4890001317

distance 0.361

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":4890001243}}}'

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.