Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002891

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002979

distance 0.143

#2 · Parbhanicell 4890003352

distance 0.145

#3 · Parbhanicell 4890002974

distance 0.165

#4 · Beedcell 4700007643

distance 0.17 · cross-district

#5 · Jalnacell 4790000124

distance 0.191 · cross-district

#6 · Jalnacell 4790001809

distance 0.198 · cross-district

#7 · Beedcell 4700005886

distance 0.203 · cross-district

#8 · Parbhanicell 4890003917

distance 0.205

#9 · Hingolicell 4770000391

distance 0.209 · cross-district

#10 · Parbhanicell 4890003138

distance 0.21

#11 · Parbhanicell 4890004001

distance 0.211

#12 · Beedcell 4700008286

distance 0.212 · cross-district

#13 · Washimcell 4990001281

distance 0.212 · cross-district

#14 · Beedcell 4700008182

distance 0.213 · cross-district

#15 · Parbhanicell 4890003852

distance 0.213

#16 · Chhatrapati Sambhajinagarcell 4690000179

distance 0.215 · cross-district

#17 · Parbhanicell 4890002237

distance 0.216

#18 · Buldhanacell 4720001655

distance 0.219 · 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":4890002891}}}'

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.