Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001294

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

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000378

distance 0.205

#2 · Parbhanicell 4890000760

distance 0.222

#3 · Parbhanicell 4890000759

distance 0.224

#4 · Jalgaoncell 4780001798

distance 0.225 · cross-district

#5 · Parbhanicell 4890000529

distance 0.227

#6 · Parbhanicell 4890000981

distance 0.237

#7 · Wardhacell 4980003005

distance 0.247 · cross-district

#8 · Parbhanicell 4890000702

distance 0.253

#9 · Laturcell 4810006041

distance 0.255 · cross-district

#10 · Jalgaoncell 4780001687

distance 0.256 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690007660

distance 0.257 · cross-district

#12 · Parbhanicell 4890001293

distance 0.257

#13 · Jalgaoncell 4780001387

distance 0.26 · cross-district

#14 · Parbhanicell 4890000753

distance 0.261

#15 · Chhatrapati Sambhajinagarcell 4690007467

distance 0.264 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690007661

distance 0.264 · cross-district

#17 · Parbhanicell 4890000982

distance 0.264

#18 · Parbhanicell 4890000928

distance 0.265

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":4890001294}}}'

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.