Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001473

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002462

distance 0.158

#2 · Parbhanicell 4890002137

distance 0.178

#3 · Parbhanicell 4890002707

distance 0.193

#4 · Parbhanicell 4890001799

distance 0.205

#5 · Parbhanicell 4890002626

distance 0.211

#6 · Parbhanicell 4890001402

distance 0.217

#7 · Parbhanicell 4890002216

distance 0.217

#8 · Parbhanicell 4890001713

distance 0.218

#9 · Parbhanicell 4890002465

distance 0.222

#10 · Parbhanicell 4890001886

distance 0.232

#11 · Parbhanicell 4890001469

distance 0.235

#12 · Jalgaoncell 4780008906

distance 0.238 · cross-district

#13 · Parbhanicell 4890001888

distance 0.239

#14 · Parbhanicell 4890001472

distance 0.24

#15 · Parbhanicell 4890001884

distance 0.241

#16 · Chhatrapati Sambhajinagarcell 4690001385

distance 0.243 · cross-district

#17 · Parbhanicell 4890001714

distance 0.244

#18 · Washimcell 4990002030

distance 0.246 · 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":4890001473}}}'

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.