Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000707

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000456

distance 0.184

#2 · Parbhanicell 4890001137

distance 0.189

#3 · Parbhanicell 4890000397

distance 0.196

#4 · Beedcell 4700007781

distance 0.2 · cross-district

#5 · Beedcell 4700005308

distance 0.2 · cross-district

#6 · Laturcell 4810005969

distance 0.204 · cross-district

#7 · Nandedcell 4850001317

distance 0.205 · cross-district

#8 · Sanglicell 4930005516

distance 0.205 · cross-district

#9 · Nandedcell 4850003957

distance 0.206 · cross-district

#10 · Beedcell 4700002119

distance 0.21 · cross-district

#11 · Buldhanacell 4720001694

distance 0.21 · cross-district

#12 · Parbhanicell 4890001128

distance 0.217

#13 · Beedcell 4700008423

distance 0.217 · cross-district

#14 · Ahmednagarcell 4660009967

distance 0.218 · cross-district

#15 · Nandedcell 4850002345

distance 0.221 · cross-district

#16 · Beedcell 4700003787

distance 0.222 · cross-district

#17 · Ahmednagarcell 4660006549

distance 0.222 · cross-district

#18 · Parbhanicell 4890000291

distance 0.223

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":4890000707}}}'

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.