Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000135

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

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005542

distance 0.187 · cross-district

#2 · Parbhanicell 4890000305

distance 0.19

#3 · Parbhanicell 4890000531

distance 0.198

#4 · Parbhanicell 4890000692

distance 0.198

#5 · Parbhanicell 4890000706

distance 0.2

#6 · Dharashivcell 4880002171

distance 0.209 · cross-district

#7 · Parbhanicell 4890000024

distance 0.209

#8 · Laturcell 4810006034

distance 0.22 · cross-district

#9 · Beedcell 4700002442

distance 0.221 · cross-district

#10 · Laturcell 4810005905

distance 0.223 · cross-district

#11 · Laturcell 4810006032

distance 0.224 · cross-district

#12 · Parbhanicell 4890000172

distance 0.224

#13 · Buldhanacell 4720002689

distance 0.226 · cross-district

#14 · Parbhanicell 4890000055

distance 0.227

#15 · Beedcell 4700002193

distance 0.231 · cross-district

#16 · Sanglicell 4930003318

distance 0.231 · cross-district

#17 · Beedcell 4700001504

distance 0.232 · cross-district

#18 · Beedcell 4700001081

distance 0.234 · 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":4890000135}}}'

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.