Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001871

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780006532

distance 0.221 · cross-district

#2 · Chandrapurcell 4730002818

distance 0.223 · cross-district

#3 · Hingolicell 4770000160

distance 0.228 · cross-district

#4 · Jalgaoncell 4780004997

distance 0.23 · cross-district

#5 · Akolacell 4670003769

distance 0.233 · cross-district

#6 · Hingolicell 4770000397

distance 0.233 · cross-district

#7 · Jalgaoncell 4780006534

distance 0.234 · cross-district

#8 · Chandrapurcell 4730004337

distance 0.238 · cross-district

#9 · Parbhanicell 4890003105

distance 0.241

#10 · Nashikcell 4870011469

distance 0.241 · cross-district

#11 · Chandrapurcell 4730004052

distance 0.246 · cross-district

#12 · Buldhanacell 4720006856

distance 0.251 · cross-district

#13 · Akolacell 4670002868

distance 0.253 · cross-district

#14 · Chandrapurcell 4730003530

distance 0.253 · cross-district

#15 · Beedcell 4700008599

distance 0.254 · cross-district

#16 · Parbhanicell 4890002526

distance 0.255

#17 · Parbhanicell 4890002602

distance 0.257

#18 · Chhatrapati Sambhajinagarcell 4690001451

distance 0.258 · 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":4890001871}}}'

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.