Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000538

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810006112

distance 0.198 · cross-district

#2 · Parbhanicell 4890000410

distance 0.211

#3 · Parbhanicell 4890000322

distance 0.216

#4 · Nandedcell 4850001147

distance 0.228 · cross-district

#5 · Parbhanicell 4890000455

distance 0.229

#6 · Buldhanacell 4720001650

distance 0.235 · cross-district

#7 · Parbhanicell 4890000488

distance 0.236

#8 · Parbhanicell 4890000526

distance 0.239

#9 · Laturcell 4810006102

distance 0.241 · cross-district

#10 · Parbhanicell 4890001305

distance 0.245

#11 · Parbhanicell 4890000444

distance 0.25

#12 · Chhatrapati Sambhajinagarcell 4690007469

distance 0.253 · cross-district

#13 · Beedcell 4700007502

distance 0.254 · cross-district

#14 · Parbhanicell 4890000172

distance 0.255

#15 · Parbhanicell 4890000880

distance 0.255

#16 · Laturcell 4810006013

distance 0.256 · cross-district

#17 · Laturcell 4810005831

distance 0.257 · cross-district

#18 · Nandedcell 4850001324

distance 0.257 · 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":4890000538}}}'

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.