Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004472

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005024

distance 0.149

#2 · Parbhanicell 4890005108

distance 0.155

#3 · Beedcell 4700006416

distance 0.159 · cross-district

#4 · Beedcell 4700006556

distance 0.163 · cross-district

#5 · Jalnacell 4790003757

distance 0.165 · cross-district

#6 · Parbhanicell 4890004112

distance 0.17

#7 · Beedcell 4700007892

distance 0.173 · cross-district

#8 · Beedcell 4700006420

distance 0.175 · cross-district

#9 · Solapurcell 4960004867

distance 0.177 · cross-district

#10 · Beedcell 4700007995

distance 0.18 · cross-district

#11 · Beedcell 4700006946

distance 0.181 · cross-district

#12 · Parbhanicell 4890004277

distance 0.184

#13 · Beedcell 4700007047

distance 0.187 · cross-district

#14 · Jalnacell 4790002818

distance 0.188 · cross-district

#15 · Beedcell 4700004315

distance 0.191 · cross-district

#16 · Beedcell 4700005853

distance 0.191 · cross-district

#17 · Beedcell 4700007045

distance 0.195 · cross-district

#18 · Jalnacell 4790002636

distance 0.195 · 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":4890004472}}}'

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.