Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000422

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001396

distance 0.207

#2 · Laturcell 4810005777

distance 0.214 · cross-district

#3 · Laturcell 4810005510

distance 0.215 · cross-district

#4 · Parbhanicell 4890000658

distance 0.22

#5 · Laturcell 4810006153

distance 0.222 · cross-district

#6 · Nandedcell 4850004859

distance 0.239 · cross-district

#7 · Sanglicell 4930003672

distance 0.239 · cross-district

#8 · Beedcell 4700006301

distance 0.24 · cross-district

#9 · Parbhanicell 4890000705

distance 0.242

#10 · Hingolicell 4770000054

distance 0.243 · cross-district

#11 · Nandedcell 4850005612

distance 0.245 · cross-district

#12 · Nandedcell 4850002875

distance 0.247 · cross-district

#13 · Hingolicell 4770000114

distance 0.251 · cross-district

#14 · Hingolicell 4770000136

distance 0.252 · cross-district

#15 · Hingolicell 4770000341

distance 0.253 · cross-district

#16 · Laturcell 4810006151

distance 0.253 · cross-district

#17 · Sanglicell 4930001786

distance 0.254 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000634

distance 0.255 · 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":4890000422}}}'

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.