Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000295

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000332

distance 0.135

#2 · Parbhanicell 4890000074

distance 0.165

#3 · Beedcell 4700002611

distance 0.178 · cross-district

#4 · Nandedcell 4850002976

distance 0.184 · cross-district

#5 · Parbhanicell 4890000075

distance 0.187

#6 · Nandedcell 4850002886

distance 0.19 · cross-district

#7 · Parbhanicell 4890000042

distance 0.196

#8 · Nandedcell 4850002610

distance 0.198 · cross-district

#9 · Parbhanicell 4890000040

distance 0.201

#10 · Parbhanicell 4890000043

distance 0.202

#11 · Nandedcell 4850002978

distance 0.203 · cross-district

#12 · Beedcell 4700002444

distance 0.205 · cross-district

#13 · Parbhanicell 4890000136

distance 0.206

#14 · Parbhanicell 4890000032

distance 0.206

#15 · Parbhanicell 4890000097

distance 0.207

#16 · Parbhanicell 4890000252

distance 0.207

#17 · Nandedcell 4850002982

distance 0.207 · cross-district

#18 · Parbhanicell 4890000007

distance 0.207

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":4890000295}}}'

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.