Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003501

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

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002638

distance 0.18

#2 · Parbhanicell 4890003091

distance 0.182

#3 · Parbhanicell 4890001649

distance 0.2

#4 · Beedcell 4700007044

distance 0.208 · cross-district

#5 · Jalnacell 4790000168

distance 0.215 · cross-district

#6 · Beedcell 4700007240

distance 0.215 · cross-district

#7 · Beedcell 4700005706

distance 0.216 · cross-district

#8 · Beedcell 4700006272

distance 0.217 · cross-district

#9 · Beedcell 4700006668

distance 0.218 · cross-district

#10 · Parbhanicell 4890004472

distance 0.219

#11 · Buldhanacell 4720001459

distance 0.221 · cross-district

#12 · Beedcell 4700006046

distance 0.222 · cross-district

#13 · Parbhanicell 4890002005

distance 0.222

#14 · Beedcell 4700004315

distance 0.223 · cross-district

#15 · Beedcell 4700006113

distance 0.224 · cross-district

#16 · Beedcell 4700007892

distance 0.225 · cross-district

#17 · Beedcell 4700001884

distance 0.226 · cross-district

#18 · Dharashivcell 4880006414

distance 0.227 · 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":4890003501}}}'

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.