Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000015

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000832

distance 0.155 · cross-district

#2 · Parbhanicell 4890000285

distance 0.155

#3 · Laturcell 4810005545

distance 0.161 · cross-district

#4 · Parbhanicell 4890001327

distance 0.168

#5 · Nandedcell 4850003080

distance 0.173 · cross-district

#6 · Solapurcell 4960012340

distance 0.18 · cross-district

#7 · Dharashivcell 4880002097

distance 0.181 · cross-district

#8 · Nandedcell 4850002996

distance 0.181 · cross-district

#9 · Parbhanicell 4890000897

distance 0.184

#10 · Nandedcell 4850001208

distance 0.188 · cross-district

#11 · Buldhanacell 4720002610

distance 0.189 · cross-district

#12 · Dharashivcell 4880002493

distance 0.191 · cross-district

#13 · Laturcell 4810003814

distance 0.195 · cross-district

#14 · Dharashivcell 4880001523

distance 0.196 · cross-district

#15 · Laturcell 4810005834

distance 0.196 · cross-district

#16 · Laturcell 4810001318

distance 0.197 · cross-district

#17 · Nandedcell 4850004106

distance 0.198 · cross-district

#18 · Beedcell 4700007881

distance 0.199 · 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":4890000015}}}'

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.