Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002544

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002625

distance 0.153

#2 · Parbhanicell 4890002543

distance 0.184

#3 · Parbhanicell 4890001331

distance 0.2

#4 · Parbhanicell 4890002302

distance 0.201

#5 · Parbhanicell 4890002708

distance 0.238

#6 · Yavatmalcell 5000003277

distance 0.244 · cross-district

#7 · Parbhanicell 4890001801

distance 0.246

#8 · Jalgaoncell 4780008604

distance 0.247 · cross-district

#9 · Jalgaoncell 4780008271

distance 0.247 · cross-district

#10 · Jalgaoncell 4780008385

distance 0.247 · cross-district

#11 · Beedcell 4700008574

distance 0.248 · cross-district

#12 · Washimcell 4990002858

distance 0.249 · cross-district

#13 · Parbhanicell 4890002382

distance 0.262

#14 · Parbhanicell 4890002383

distance 0.263

#15 · Jalgaoncell 4780009011

distance 0.263 · cross-district

#16 · Gadchirolicell 4750003044

distance 0.264 · cross-district

#17 · Jalgaoncell 4780007812

distance 0.265 · cross-district

#18 · Nandedcell 4850007065

distance 0.265 · 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":4890002544}}}'

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.